We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
RPS27
HPA
RESOURCES
  • TISSUE
  • BRAIN
  • SINGLE CELL
  • SUBCELLULAR
  • CANCER
  • BLOOD
  • CELL LINE
  • STRUCTURE & INTERACTION
ABOUT
  • INTRODUCTION
  • HISTORY
  • ORGANIZATION
  • PUBLICATIONS
  • ANTIBODY SUBMISSION
  • ANTIBODY AVAILABILITY
  • ACKNOWLEDGMENTS
  • CONTACT
NEWS
  • NEWS ARTICLES
  • PRESS ROOM
LEARN
  • DICTIONARY
  • PROTEIN CLASSES
  • PROTEIN EVIDENCE
  • METHODS
  • EDUCATIONAL VIDEOS
DATA
  • DOWNLOADABLE DATA
  • PUBLICATION DATA
  • RELEASE HISTORY
HELP
  • ANTIBODY VALIDATION
  • ASSAYS & ANNOTATION
  • DISCLAIMER
  • HELP & FAQ
  • PRIVACY STATEMENT
  • LICENCE & CITATION
Fields »
Search result

Field
Term
Gene name
Class
Subclass
Class
Keyword
Chromosome
External id
Tissue
Cell type
Expression
Antibody panel
Tissue
Main location
Patient ID
Annotation
Tissue
Category
Tau score
Cluster
Reliability
Brain region
Category
Tau score
Brain region
Category
Tau score
Brain region
Category
Tau score
Cluster
Reliability
Tissue
Cell type
Enrichment
Cell type
Category
Tau score
Cell type
Category
Tau score
Cell type
Category
Tau score
Cell lineage
Category
Tau score
Cluster
Cluster
Location
Searches
Location
Cell line
Class
Type
Phase
Reliability
Cancer
Prognosis
Cancer
Category
Cancer
Category
Tau score
Cluster
Variants
Interacting gene (ensg_id)
Type
Number of interactions
Pathway
Category
Score
Score
Score
Validation
Validation
Validation
Validation
Antibodies
Data type
Column


  • SUMMARY

  • TISSUE

  • BRAIN

  • SINGLE CELL

  • SUBCELL

  • CANCER

  • BLOOD

  • CELL LINE

  • STRUCT & INT

  • RPS27
CANCER LUNG CANCER Show tissue menu
BREAST CANCER CARCINOID CERVICAL CANCER COLORECTAL CANCER ENDOMETRIAL CANCER GLIOMA HEAD AND NECK CANCER LIVER CANCER LUNG CANCER LYMPHOMA
MELANOMA OVARIAN CANCER PANCREATIC CANCER PROSTATE CANCER RENAL CANCER SKIN CANCER STOMACH CANCER TESTIS CANCER THYROID CANCER UROTHELIAL CANCER
LUAD TCGA LUAD VALIDATION LUSC TCGA LUSC VALIDATION PROTEIN LUAD CPTAC PROTEIN LUSC CPTAC
Dictionary
Lung cancer
Human cancer
Lung adenocarcinoma
Lung squamous cell carcinoma
LUNG ADENOCARCINOMA (TCGA) - Interactive survival scatter ploti

The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.

The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".

Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.

Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

& Survival analysisi

Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.

RPS27 is not prognostic in Lung Adenocarcinoma (TCGA)


Stage:


Survival analysis
Current cut offi

Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.

:
Best expression cut offi

Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .

When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.

: 5319.37
Median expressioni

Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.

: N/A
Median follow up timei

Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.

: N/A
P scorei

Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.

N/A
5-year survival highi

5-year survival for patients with higher expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
5-year survival lowi

5-year survival for patients with lower expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
TCGA RNA samplesi

RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .

Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.

Average pTPM 6364.6
Number of samples 497
Samples
Sample Description pTPM
TCGA-91-6836-01A 52 years, female, white, stage:Stage IB, alive, 417 days 18742.8
TCGA-55-7725-01A 68 years, female, white, stage:Stage IA, alive, 442 days 18239.0
TCGA-49-4506-01A 68 years, female, white, stage:Stage IIB, dead, 999 days 17883.1
TCGA-55-6972-01A 72 years, male, white, stage:Stage IB, dead, 1632 days 17570.0
TCGA-78-8662-01A 53 years, female, stage:Stage IB, dead, 3361 days 16884.7
TCGA-78-7158-01A 59 years, female, white, stage:Stage IIIB, dead, 179 days 16536.4
TCGA-L9-A7SV-01A 69 years, male, black or african american, stage:Stage IIA, alive, 565 days 16116.2
TCGA-50-5946-01A 62 years, male, white, stage:Stage IA, alive, 1617 days 14781.6
TCGA-73-4676-01A 45 years, male, white, stage:Stage IIA, dead, 281 days 14755.4
TCGA-NJ-A4YP-01A 52 years, male, white, stage:Stage IB, alive, 50 days 14452.7
TCGA-78-7539-01A 75 years, female, white, stage:Stage IIA, alive, 791 days 14278.9
TCGA-86-8054-01A 61 years, male, white, stage:Stage IIB, alive, 1148 days 14149.7
TCGA-97-8171-01A 81 years, male, asian, stage:Stage IV, alive, 568 days 14081.5
TCGA-38-4628-01A 65 years, female, white, stage:Stage IIB, dead, 1492 days 13903.6
TCGA-44-A47A-01A 78 years, female, white, stage:Stage IB, alive, 466 days 13618.3
TCGA-05-5428-01A 57 years, male, stage:Stage IIA, alive, 670 days 13239.7
TCGA-NJ-A4YI-01A 87 years, female, white, stage:Stage IIIA, dead, 4 days 13237.3
TCGA-95-7948-01A 42 years, female, white, stage:Stage IB, alive, 476 days 12879.8
TCGA-35-3615-01A 57 years, male, white, stage:Stage IB, alive, 14 days 12866.3
TCGA-55-7283-01A 76 years, female, white, stage:Stage IIIA, alive, 609 days 12249.8
TCGA-35-5375-01A 61 years, male, white, stage:Stage IIIA, alive, 264 days 12072.3
TCGA-91-8496-01A 63 years, female, white, stage:Stage IB, alive, 505 days 11721.5
TCGA-55-7903-01A 64 years, male, white, stage:Stage IA, alive, 567 days 11350.8
TCGA-L9-A443-01A 63 years, female, white, stage:Stage IA, dead, 193 days 11307.6
TCGA-44-8117-01A 54 years, female, white, stage:Stage IB, alive, 385 days 11143.3
TCGA-MP-A5C7-01A 76 years, female, white, stage:Stage IB, alive, 2248 days 11074.9
TCGA-86-8673-01A 61 years, male, white, stage:Stage IB, alive, 862 days 10874.4
TCGA-62-A46P-01A 65 years, male, white, stage:Stage IB, dead, 594 days 10648.3
TCGA-NJ-A55O-01A 56 years, female, white, stage:Stage IIA, alive, 13 days 10601.9
TCGA-49-4510-01A 51 years, female, black or african american, stage:Stage IIB, dead, 896 days 10535.5
TCGA-64-1680-01A 63 years, male, white, stage:Stage IV, alive, 1126 days 10531.4
TCGA-78-7152-01A 65 years, male, white, stage:Stage IB, dead, 1215 days 10414.6
TCGA-NJ-A4YG-01A 65 years, male, white, stage:Stage IB, alive, 2261 days 10375.7
TCGA-53-A4EZ-01A 63 years, male, white, stage:Stage IIA, alive, 1071 days 10121.1
TCGA-69-7973-01A 42 years, female, white, stage:Stage IB, alive, 230 days 10076.9
TCGA-05-5425-01A 68 years, male, stage:Stage IIB, alive, 882 days 10071.4
TCGA-44-5645-01A 61 years, female, black or african american, stage:Stage IA, alive, 852 days 10061.6
TCGA-49-4501-01A 67 years, female, white, stage:Stage IB, dead, 1421 days 10044.5
TCGA-86-8076-01A 42 years, male, white, stage:Stage IA, alive, 993 days 9990.9
TCGA-64-1676-01A 58 years, male, white, stage:Stage IA, alive, 1728 days 9981.1
TCGA-05-4389-01A 70 years, male, stage:Stage IA, alive, 1369 days 9966.5
TCGA-50-5935-01A 86 years, female, white, stage:Stage IA, dead, 653 days 9960.7
TCGA-50-5066-01A 72 years, male, black or african american, stage:Stage IB, alive, 1442 days 9928.5
TCGA-67-6215-01A 52 years, female, white, stage:Stage IB, alive, 174 days 9908.6
TCGA-55-8207-01A 73 years, male, white, stage:Stage IB, alive, 977 days 9862.0
TCGA-97-A4M0-01A 60 years, female, white, stage:Stage IB, alive, 652 days 9839.4
TCGA-55-7727-01A 70 years, male, white, stage:Stage IIIA, alive, 119 days 9817.1
TCGA-49-4488-01A 74 years, female, white, stage:Stage IA, dead, 869 days 9781.0
TCGA-73-4677-01A 74 years, male, white, stage:'--, dead, 38 days 9767.5
TCGA-75-6206-01A male, stage:Stage IB, alive, 2590 days 9720.7
TCGA-55-8087-01A 59 years, female, white, stage:Stage IB, alive, 462 days 9693.3
TCGA-44-5644-01A 51 years, female, white, stage:Stage IB, alive, 863 days 9579.0
TCGA-73-4658-01A 80 years, female, white, stage:Stage IB, dead, 1600 days 9556.2
TCGA-MP-A4T6-01A 76 years, female, white, stage:Stage IIIA, dead, 1790 days 9485.0
TCGA-55-6970-01A 67 years, female, white, stage:Stage IIIA, dead, 464 days 9471.2
TCGA-49-6761-01A 68 years, female, white, stage:Stage IIIA, alive, 354 days 9431.5
TCGA-78-7146-01A 71 years, female, white, stage:Stage IIIA, dead, 173 days 9426.3
TCGA-55-7576-01A 54 years, male, black or african american, stage:Stage IB, alive, 670 days 9409.7
TCGA-44-3917-01A 33 years, female, white, stage:Stage IB, alive, 1183 days 9376.5
TCGA-05-4427-01A 65 years, female, stage:Stage IIB, alive, 791 days 9324.2
TCGA-86-6562-01A 52 years, male, white, stage:Stage IIA, dead, 376 days 9230.3
TCGA-80-5611-01A male, stage:Stage IB, alive, 2595 days 9171.8
TCGA-64-1678-01A 70 years, female, white, stage:'--, alive, 1189 days 9128.5
TCGA-78-7156-01A 62 years, male, white, stage:Stage IV, dead, 976 days 9122.8
TCGA-97-A4M1-01A 52 years, female, white, stage:Stage IA, alive, 601 days 9099.3
TCGA-38-7271-01A 72 years, female, white, stage:Stage IA, dead, 800 days 9083.7
TCGA-64-5781-01A 55 years, female, white, stage:Stage IB, alive, 1559 days 8994.4
TCGA-50-5932-01A 75 years, male, white, stage:Stage IIB, dead, 1235 days 8872.4
TCGA-38-4632-01A 42 years, male, black or african american, stage:Stage IV, dead, 1357 days 8846.0
TCGA-91-6835-01A 81 years, female, white, stage:Stage IA, alive, 79 days 8792.8
TCGA-78-7167-01A 77 years, male, white, stage:Stage IV, dead, 2681 days 8726.7
TCGA-78-7536-01A 69 years, male, white, stage:Stage IIIA, dead, 244 days 8722.9
TCGA-50-5942-01A 67 years, female, white, stage:Stage IA, alive, 1847 days 8695.5
TCGA-05-4430-01A 59 years, female, stage:Stage IB, alive, 761 days 8658.7
TCGA-55-8615-01A 67 years, male, white, stage:Stage IIIA, alive, 446 days 8627.6
TCGA-55-8085-01A 64 years, male, white, stage:Stage IA, alive, 904 days 8624.2
TCGA-35-4123-01A 38 years, male, white, stage:Stage IA, alive, 182 days 8611.7
TCGA-50-8457-01A 63 years, female, black or african american, stage:Stage IA, alive, 1125 days 8604.9
TCGA-86-8359-01A 52 years, male, white, stage:Stage IIIA, dead, 444 days 8559.0
TCGA-69-7763-01A 69 years, male, white, stage:Stage IA, alive, 690 days 8535.9
TCGA-50-5055-01A 79 years, female, white, stage:Stage IIA, dead, 1830 days 8510.8
TCGA-44-3918-01A 60 years, female, white, stage:Stage IA, alive, 1036 days 8508.6
TCGA-44-2665-01A 55 years, female, white, stage:Stage IIB, alive, 1301 days 8499.5
TCGA-78-7537-01A 72 years, male, stage:Stage IB, dead, 1622 days 8492.1
TCGA-95-7567-01A 61 years, male, white, stage:Stage IIB, alive, 568 days 8487.4
TCGA-73-4670-01A 69 years, female, white, stage:Stage IV, alive, 131 days 8481.6
TCGA-93-A4JO-01A 70 years, male, white, stage:Stage IA, dead, 33 days 8477.1
TCGA-49-4486-01A 72 years, male, white, stage:Stage IA, dead, 2318 days 8422.4
TCGA-67-3772-01A 82 years, female, white, stage:Stage IB, alive, 573 days 8388.1
TCGA-99-7458-01A 74 years, female, white, stage:Stage IIIA, alive, 747 days 8372.9
TCGA-91-7771-01A 62 years, male, white, stage:Stage IIB, alive, 492 days 8354.5
TCGA-99-8032-01A 61 years, male, white, stage:Stage IA, alive, 44 days 8313.4
TCGA-69-7764-01A 75 years, male, white, stage:Stage IA, alive, 414 days 8281.2
TCGA-62-A46V-01A 78 years, female, white, stage:Stage IB, alive, 2199 days 8233.9
TCGA-91-8499-01A 76 years, female, white, stage:Stage IA, alive, 36 days 8233.1
TCGA-50-5068-01A 59 years, female, white, stage:Stage IIB, dead, 1499 days 8189.6
TCGA-99-8033-01A 74 years, female, white, stage:Stage IV, dead, 656 days 8137.7
TCGA-73-7499-01A 81 years, female, white, stage:Stage IB, dead, 1531 days 8086.7
TCGA-97-7938-01A 76 years, female, white, stage:Stage IA, dead, 18 days 8079.3
TCGA-55-7574-01A 64 years, female, white, stage:Stage IB, dead, 995 days 8063.7
TCGA-50-5931-01A 75 years, female, white, stage:Stage IB, dead, 434 days 8003.5
TCGA-L4-A4E5-01A 48 years, female, white, stage:Stage I, alive, 578 days 7984.6
TCGA-NJ-A55A-01A 76 years, female, white, stage:Stage IB, alive, 15 days 7981.7
TCGA-95-A4VK-01A 74 years, female, white, stage:Stage IIIA, alive, 651 days 7950.7
TCGA-50-7109-01A 60 years, male, white, stage:Stage IA, dead, 308 days 7903.5
TCGA-78-7161-01A 69 years, female, white, stage:Stage IIB, dead, 291 days 7898.6
TCGA-38-4627-01A 64 years, female, white, stage:Stage IIA, dead, 1147 days 7879.1
TCGA-75-5147-01A female, stage:Stage IB, alive, 1333 days 7865.6
TCGA-86-8056-01A 63 years, female, white, stage:Stage IIIA, alive, 139 days 7832.8
TCGA-55-6983-01A 81 years, male, white, stage:Stage IIB, alive, 2823 days 7801.6
TCGA-64-5775-01A 71 years, male, white, stage:Stage IIIA, dead, 62 days 7798.8
TCGA-55-7573-01A 72 years, female, white, stage:Stage IA, alive, 487 days 7797.7
TCGA-44-6147-01A 67 years, female, white, stage:Stage IA, alive, 845 days 7683.4
TCGA-55-7914-01A 71 years, female, white, stage:Stage IIA, dead, 187 days 7667.3
TCGA-55-8616-01A 58 years, female, white, stage:Stage IB, alive, 48 days 7662.8
TCGA-55-6987-01A 77 years, male, white, stage:Stage IA, alive, 2137 days 7645.4
TCGA-44-2666-01A 43 years, male, white, stage:Stage IB, dead, 97 days 7630.6
TCGA-55-8094-01A 51 years, male, white, stage:Stage IV, alive, 541 days 7615.7
TCGA-44-2655-01A 65 years, female, white, stage:Stage IA, alive, 1324 days 7612.8
TCGA-53-7626-01A 76 years, female, white, stage:Stage IIA, dead, 929 days 7586.7
TCGA-97-8177-01A 59 years, female, white, stage:Stage IB, alive, 499 days 7557.1
TCGA-55-A492-01A 70 years, female, white, stage:Stage IA, alive, 596 days 7555.0
TCGA-49-4494-01A 77 years, male, white, stage:Stage IIIA, dead, 1081 days 7492.8
TCGA-86-7701-01A 66 years, male, white, stage:Stage IV, alive, 947 days 7476.7
TCGA-44-7667-01A 49 years, female, white, stage:Stage IIB, alive, 1097 days 7470.0
TCGA-50-6591-01A 63 years, female, white, stage:Stage IV, dead, 119 days 7445.3
TCGA-44-7659-01A 70 years, male, white, stage:Stage IA, alive, 691 days 7412.9
TCGA-05-4415-01A 57 years, male, stage:Stage IIIB, dead, 91 days 7400.0
TCGA-91-A4BD-01A 78 years, male, white, stage:Stage IIA, alive, 603 days 7395.8
TCGA-97-7937-01A 65 years, male, white, stage:Stage IB, alive, 564 days 7395.0
TCGA-05-5429-01A 60 years, male, stage:Stage IIIA, dead, 275 days 7382.0
TCGA-05-5423-01A 65 years, male, stage:Stage IIB, alive, 151 days 7379.3
TCGA-55-7911-01A 70 years, female, white, stage:Stage IA, alive, 537 days 7352.4
TCGA-MP-A4T8-01A 68 years, male, stage:Stage IIIA, dead, 161 days 7336.0
TCGA-67-3774-01A 73 years, female, white, stage:Stage IB, alive, 385 days 7312.9
TCGA-35-4122-01A 69 years, male, white, stage:Stage IA, alive, 225 days 7305.3
TCGA-99-8025-01A 72 years, female, black or african american, stage:Stage IIIA, alive, 1060 days 7248.5
TCGA-44-4112-01A 60 years, female, white, stage:Stage IB, dead, 808 days 7244.4
TCGA-49-4505-01A 61 years, female, white, stage:Stage IIB, dead, 428 days 7223.7
TCGA-83-5908-01A 59 years, female, white, stage:Stage IA, alive, 824 days 7220.4
TCGA-J2-8194-01A 69 years, female, white, stage:Stage IIB, alive, 724 days 7152.2
TCGA-05-5715-01A 69 years, female, stage:Stage IB, alive, 62 days 7139.6
TCGA-67-3773-01A 84 years, female, white, stage:Stage IB, alive, 427 days 7137.4
TCGA-55-8097-01A 60 years, female, white, stage:Stage IA, alive, 476 days 7134.4
TCGA-62-A46R-01A 54 years, female, white, stage:Stage IB, dead, 1725 days 7119.2
TCGA-55-8203-01A 69 years, female, white, stage:Stage IA, alive, 547 days 7106.9
TCGA-NJ-A7XG-01A 49 years, male, black or african american, stage:Stage IIIA, alive, 617 days 7089.6
TCGA-55-A490-01A 78 years, male, white, stage:Stage IIA, dead, 99 days 7077.6
TCGA-78-8660-01A 69 years, male, stage:Stage IIB, dead, 321 days 7077.3
TCGA-86-7714-01A 61 years, female, black or african american, stage:Stage IIIA, dead, 625 days 7068.4
TCGA-73-4666-01A 52 years, female, white, stage:Stage IV, alive, 800 days 7064.3
TCGA-NJ-A4YF-01A 50 years, female, black or african american, stage:Stage IA, alive, 2161 days 7046.7
TCGA-95-7947-01A 67 years, male, white, stage:Stage IA, alive, 477 days 7030.4
TCGA-49-4507-01A 73 years, female, white, stage:Stage IIIA, dead, 268 days 7014.4
TCGA-49-4487-01A 72 years, female, white, stage:Stage IA, dead, 855 days 6997.7
TCGA-55-8206-01A 56 years, male, white, stage:Stage IA, alive, 888 days 6996.9
TCGA-78-7159-01A 60 years, female, white, stage:Stage IA, alive, 1974 days 6995.1
TCGA-78-8655-01A 77 years, female, stage:Stage IA, alive, 2360 days 6993.1
TCGA-78-8640-01A 59 years, male, stage:Stage IIA, alive, 7062 days 6979.2
TCGA-MP-A4TH-01A 70 years, female, white, stage:Stage IA, alive, 741 days 6976.3
TCGA-44-8119-01A 73 years, male, white, stage:Stage IIB, alive, 285 days 6971.5
TCGA-91-6830-01A 65 years, female, white, stage:Stage IIA, alive, 60 days 6957.9
TCGA-44-2661-01A 69 years, female, white, stage:Stage IA, alive, 1159 days 6940.9
TCGA-67-3771-01A 77 years, female, black or african american, stage:Stage IA, alive, 610 days 6916.5
TCGA-55-8507-01A 53 years, male, white, stage:Stage IA, alive, 418 days 6907.7
TCGA-55-7815-01A 76 years, male, stage:Stage IB, alive, 773 days 6876.5
TCGA-55-A4DG-01A 71 years, male, white, stage:Stage IA, alive, 608 days 6867.0
TCGA-55-8514-01A 70 years, female, black or african american, stage:Stage IB, alive, 520 days 6825.7
TCGA-69-8253-01A 59 years, female, black or african american, stage:Stage IIA, alive, 426 days 6822.3
TCGA-05-4398-01A 47 years, female, stage:Stage IIIB, alive, 1431 days 6808.0
TCGA-64-1677-01A 77 years, female, white, stage:Stage IIIA, dead, 628 days 6792.1
TCGA-95-7562-01A 71 years, male, black or african american, stage:Stage IIA, dead, 87 days 6776.9
TCGA-93-7347-01A 76 years, female, white, stage:Stage IA, alive, 683 days 6775.5
TCGA-69-7765-01A 56 years, male, black or african american, stage:'--, alive, 165 days 6763.5
TCGA-44-7660-01A 72 years, male, white, stage:Stage IB, alive, 592 days 6761.5
TCGA-75-5146-01A male, stage:Stage IB, alive, 2368 days 6735.9
TCGA-38-4630-01A 75 years, female, white, stage:Stage IB, dead, 1073 days 6731.4
TCGA-38-4629-01A 68 years, male, white, stage:Stage IIB, dead, 864 days 6724.8
TCGA-05-4426-01A 71 years, male, stage:Stage IB, alive, 791 days 6680.6
TCGA-78-7633-01A 67 years, male, white, stage:Stage IB, dead, 1528 days 6669.0
TCGA-69-8254-01A 85 years, male, white, stage:'--, alive, 409 days 6625.1
TCGA-44-7670-01A 47 years, female, white, stage:Stage IIA, alive, 882 days 6611.0
TCGA-44-2659-01A 65 years, female, white, stage:Stage IIB, alive, 1367 days 6583.8
TCGA-73-4662-01A 65 years, female, white, stage:Stage IA, alive, 2515 days 6582.4
TCGA-62-8399-01A 62 years, male, white, stage:Stage IIIA, alive, 2696 days 6574.6
TCGA-05-4418-01A 69 years, male, stage:Stage IIIA, dead, 274 days 6571.1
TCGA-75-6212-01A female, stage:Stage IIB, dead, 1516 days 6568.3
TCGA-49-6767-01A 46 years, female, white, stage:Stage IIB, alive, 677 days 6561.8
TCGA-62-A472-01A 70 years, male, white, stage:Stage IIB, alive, 910 days 6560.3
TCGA-78-7153-01A 65 years, female, white, stage:Stage IB, alive, 3635 days 6560.2
TCGA-86-8074-01A 62 years, female, white, stage:Stage IIA, alive, 24 days 6554.2
TCGA-44-A47B-01A 79 years, male, white, stage:Stage IB, alive, 287 days 6521.2
TCGA-49-6744-01A 64 years, female, white, stage:Stage IIA, alive, 1683 days 6478.6
TCGA-64-5778-01A 60 years, male, white, stage:Stage IB, alive, 1305 days 6455.3
TCGA-91-6847-01A 62 years, female, white, stage:Stage IB, alive, 842 days 6439.4
TCGA-55-7724-01A 76 years, female, white, stage:Stage IB, alive, 705 days 6439.1
TCGA-97-A4M6-01A 45 years, female, white, stage:Stage IA, alive, 568 days 6426.3
TCGA-05-4422-01A 68 years, male, stage:Stage IB, alive, 365 days 6425.8
TCGA-97-7941-01A 72 years, female, white, stage:Stage IA, alive, 484 days 6425.4
TCGA-MP-A4TJ-01A 62 years, female, stage:Stage IA, dead, 339 days 6421.8
TCGA-55-6986-01A 74 years, female, white, stage:Stage IB, alive, 3261 days 6403.1
TCGA-L9-A5IP-01A 40 years, female, black or african american, stage:Stage IV, dead, 58 days 6403.0
TCGA-55-8506-01A 62 years, female, white, stage:Stage IIB, alive, 11 days 6382.5
TCGA-95-7944-01A 71 years, male, white, stage:Stage IA, alive, 377 days 6371.9
TCGA-97-A4M3-01A 69 years, female, white, stage:Stage IA, alive, 540 days 6343.3
TCGA-78-7147-01A 67 years, female, white, stage:Stage IIB, dead, 586 days 6335.1
TCGA-78-7162-01A 75 years, male, white, stage:Stage IA, dead, 3169 days 6306.6
TCGA-50-5049-01A 70 years, male, white, stage:Stage IA, alive, 3094 days 6306.1
TCGA-73-A9RS-01A 41 years, male, black or african american, stage:Stage IIB, dead, 340 days 6297.9
TCGA-91-8497-01A 75 years, female, white, stage:Stage IA, dead, 434 days 6297.2
TCGA-49-AAR0-01A 57 years, male, black or african american, stage:Stage IA, alive, 4765 days 6287.7
TCGA-44-7671-01A 64 years, male, black or african american, stage:Stage IB, alive, 889 days 6285.7
TCGA-05-4384-01A 66 years, male, stage:Stage IIIA, alive, 426 days 6284.1
TCGA-91-A4BC-01A 59 years, male, white, stage:Stage IIA, alive, 44 days 6280.7
TCGA-73-4659-01A 66 years, male, white, stage:Stage IIIA, dead, 711 days 6271.2
TCGA-67-3770-01A 70 years, female, white, stage:Stage IA, alive, 610 days 6265.8
TCGA-73-7498-01A 58 years, female, white, stage:Stage IA, alive, 1189 days 6237.1
TCGA-05-4424-01A 70 years, male, stage:Stage IIB, alive, 913 days 6219.3
TCGA-L9-A50W-01A 75 years, male, black or african american, stage:Stage IIA, dead, 442 days 6208.3
TCGA-80-5608-01A female, stage:Stage IA, alive, 2832 days 6206.5
TCGA-62-A46O-01A 65 years, female, white, stage:Stage IB, dead, 1454 days 6197.3
TCGA-MP-A4T7-01A 75 years, female, stage:Stage IV, dead, 167 days 6197.0
TCGA-MP-A4SV-01A 67 years, male, stage:Stage IB, dead, 2620 days 6178.3
TCGA-64-5779-01A 61 years, male, white, stage:Stage IIIA, alive, 864 days 6178.2
TCGA-86-7955-01A 62 years, male, white, stage:Stage IB, alive, 1072 days 6176.7
TCGA-97-8176-01A 63 years, male, white, stage:Stage IIIA, dead, 468 days 6158.0
TCGA-69-8255-01A 71 years, male, white, stage:Stage IA, alive, 129 days 6149.9
TCGA-05-4432-01A 66 years, male, stage:Stage IIB, alive, 761 days 6140.0
TCGA-99-8028-01A 50 years, female, black or african american, stage:Stage IA, alive, 1118 days 6122.8
TCGA-62-A46Y-01A 70 years, female, white, stage:Stage IIIA, dead, 414 days 6121.6
TCGA-86-8669-01A 64 years, male, white, stage:Stage IA, alive, 938 days 6108.0
TCGA-55-7907-01A 77 years, male, white, stage:Stage IIA, dead, 343 days 6100.6
TCGA-97-7546-01A 76 years, female, white, stage:Stage IA, alive, 1285 days 6095.9
TCGA-55-A48X-01A 63 years, female, white, stage:Stage IIA, alive, 689 days 6090.1
TCGA-50-5936-01A 58 years, male, white, stage:Stage IIIA, dead, 257 days 6076.7
TCGA-78-7160-01A 61 years, male, white, stage:Stage IV, dead, 697 days 6031.8
TCGA-55-7227-01A 77 years, male, white, stage:Stage IIIA, dead, 952 days 6031.4
TCGA-49-AARN-01A 56 years, female, black or african american, stage:Stage IA, dead, 1135 days 6030.1
TCGA-64-5815-01A 74 years, male, white, stage:Stage IIB, alive, 866 days 6016.1
TCGA-73-4675-01A 59 years, male, white, stage:Stage IIIA, dead, 922 days 5949.3
TCGA-50-5941-01A 55 years, female, white, stage:Stage IIIA, alive, 1474 days 5943.8
TCGA-78-7143-01A 62 years, female, white, stage:Stage IB, dead, 4961 days 5915.8
TCGA-99-AA5R-01A 70 years, female, black or african american, stage:Stage IA, alive, 658 days 5913.7
TCGA-44-6146-01A 64 years, male, white, stage:Stage IIB, alive, 728 days 5889.9
TCGA-86-8279-01A 46 years, male, white, stage:Stage IIA, alive, 949 days 5876.9
TCGA-MP-A4TC-01A 77 years, male, white, stage:Stage IIIA, dead, 74 days 5869.9
TCGA-86-8671-01A 72 years, female, white, stage:Stage IIB, alive, 839 days 5865.3
TCGA-55-8511-01A 73 years, female, white, stage:Stage IB, alive, 552 days 5836.3
TCGA-44-3919-01A 71 years, female, white, stage:Stage IA, dead, 1026 days 5827.4
TCGA-05-4405-01A 74 years, female, stage:Stage IB, alive, 610 days 5823.8
TCGA-78-7149-01A 71 years, male, white, stage:Stage IIIB, alive, 3940 days 5818.8
TCGA-64-5774-01A 60 years, male, white, stage:Stage IB, alive, 2676 days 5815.7
TCGA-44-2656-01A 59 years, male, white, stage:Stage IB, alive, 1429 days 5814.4
TCGA-05-4382-01A 68 years, male, stage:Stage IB, alive, 607 days 5798.4
TCGA-95-7043-01A 63 years, female, white, stage:Stage IA, dead, 503 days 5796.8
TCGA-55-A494-01A 61 years, female, white, stage:Stage IB, alive, 481 days 5787.6
TCGA-4B-A93V-01A 52 years, female, black or african american, stage:Stage IA, dead, 300 days 5785.7
TCGA-67-6216-01A 57 years, female, white, stage:Stage IA, alive, 141 days 5776.0
TCGA-50-5930-01A 47 years, male, white, stage:Stage IIIA, dead, 282 days 5766.4
TCGA-97-7547-01A 67 years, female, white, stage:Stage IB, alive, 1965 days 5730.6
TCGA-73-4668-01A 66 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days 5720.6
TCGA-55-8299-01A 61 years, female, white, stage:Stage IA, dead, 469 days 5669.1
TCGA-55-8096-01A 67 years, female, white, stage:Stage IB, dead, 719 days 5660.3
TCGA-86-8073-01A 58 years, male, white, stage:Stage IB, alive, 740 days 5639.5
TCGA-62-A470-01A 84 years, male, white, stage:Stage IB, dead, 1194 days 5634.7
TCGA-50-5933-01A 72 years, male, white, stage:Stage IIIB, dead, 2393 days 5630.0
TCGA-MP-A4TD-01A 71 years, male, white, stage:Stage IIIA, dead, 307 days 5618.6
TCGA-97-8172-01A 75 years, female, white, stage:Stage IB, alive, 545 days 5603.1
TCGA-78-7154-01A 72 years, male, white, stage:Stage IIIA, dead, 593 days 5594.4
TCGA-86-A4P8-01A 59 years, female, white, stage:Stage IIIA, alive, 805 days 5583.9
TCGA-44-8120-01A 58 years, male, black or african american, stage:Stage IB, alive, 260 days 5564.6
TCGA-86-8280-01A 54 years, female, white, stage:Stage IIA, alive, 701 days 5560.7
TCGA-97-8552-01A 55 years, female, white, stage:Stage I, alive, 626 days 5552.2
TCGA-05-4417-01A 51 years, female, stage:Stage IB, alive, 455 days 5547.8
TCGA-55-7910-01A 50 years, female, black or african american, stage:Stage IIA, alive, 1040 days 5532.3
TCGA-38-6178-01A 70 years, female, white, stage:Stage IIIA, alive, 448 days 5511.6
TCGA-44-6145-01A 62 years, female, white, stage:Stage IA, alive, 595 days 5510.5
TCGA-97-A4M5-01A 83 years, male, white, stage:Stage IA, alive, 634 days 5508.7
TCGA-50-5045-01A 57 years, female, black or african american, stage:'--, dead, 2174 days 5507.6
TCGA-05-4249-01A 67 years, male, stage:Stage IB, alive, 1523 days 5497.0
TCGA-44-6148-01A 60 years, male, white, stage:Stage IA, alive, 704 days 5487.9
TCGA-67-6217-01A 73 years, female, white, stage:Stage IIA, alive, 422 days 5477.3
TCGA-69-8453-01A 77 years, male, white, stage:Stage IIB, alive, 813 days 5475.4
TCGA-64-1679-01A 58 years, female, white, stage:Stage IIIA, alive, 2488 days 5469.5
TCGA-05-4390-01A 58 years, female, stage:Stage IB, alive, 1126 days 5404.7
TCGA-50-5944-01A 69 years, female, white, stage:Stage IA, alive, 1750 days 5400.0
TCGA-55-A48Y-01A 69 years, male, white, stage:Stage IIA, alive, 630 days 5398.1
TCGA-97-8179-01A 72 years, male, white, stage:Stage IA, alive, 435 days 5394.6
TCGA-55-8510-01A 55 years, female, white, stage:Stage IB, alive, 539 days 5383.9
TCGA-49-AAQV-01A 63 years, female, black or african american, stage:Stage II, dead, 677 days 5375.7
TCGA-86-A4D0-01A 48 years, male, white, stage:Stage IIA, dead, 116 days 5374.5
TCGA-44-6776-01A 60 years, female, white, stage:Stage IA, alive, 2616 days 5370.9
TCGA-95-A4VN-01A 62 years, female, white, stage:Stage IIA, alive, 553 days 5368.8
TCGA-44-3398-01A 77 years, female, white, stage:Stage IA, alive, 1163 days 5368.5
TCGA-L9-A8F4-01A 64 years, female, black or african american, stage:Stage IB, alive, 476 days 5366.5
TCGA-86-A4P7-01A 63 years, female, white, stage:Stage IB, alive, 415 days 5363.1
TCGA-05-4403-01A 76 years, male, stage:Stage IB, alive, 578 days 5353.7
TCGA-95-8494-01A 67 years, male, white, stage:Stage IIA, alive, 84 days 5330.0
TCGA-05-4250-01A 79 years, female, stage:Stage IIIA, dead, 121 days 5308.8
TCGA-05-4434-01A 67 years, female, stage:Stage IV, dead, 457 days 5296.6
TCGA-55-8301-01A 58 years, male, white, stage:Stage IB, alive, 534 days 5270.9
TCGA-86-7713-01A 70 years, male, white, stage:Stage IIA, alive, 1157 days 5251.9
TCGA-78-7145-01A 52 years, female, white, stage:Stage IV, dead, 826 days 5249.5
TCGA-95-8039-01A 72 years, male, white, stage:Stage IA, alive, 830 days 5247.0
TCGA-62-8398-01A 55 years, male, white, stage:Stage IIIA, dead, 444 days 5231.7
TCGA-97-7554-01A 83 years, female, white, stage:Stage IIIA, alive, 775 days 5229.1
TCGA-50-6594-01A 79 years, female, black or african american, stage:Stage IIIA, dead, 370 days 5226.7
TCGA-75-7025-01A male, stage:Stage IB, alive, 3305 days 5216.0
TCGA-91-6829-01A 78 years, male, white, stage:Stage IB, dead, 1258 days 5204.3
TCGA-49-6742-01A 70 years, male, white, stage:Stage IIA, dead, 488 days 5203.0
TCGA-MP-A4T9-01A 54 years, female, white, stage:Stage IIIA, dead, 1265 days 5189.0
TCGA-50-8460-01A 74 years, male, white, stage:Stage IA, alive, 829 days 5162.2
TCGA-95-7039-01A 54 years, female, white, stage:Stage IIB, alive, 1272 days 5146.5
TCGA-44-6777-01A 85 years, female, white, stage:Stage IB, dead, 987 days 5132.3
TCGA-93-A4JQ-01A 49 years, male, white, stage:Stage IA, alive, 526 days 5112.1
TCGA-S2-AA1A-01A 68 years, female, black or african american, stage:Stage IA, alive, 513 days 5105.6
TCGA-93-7348-01A 75 years, female, white, stage:Stage IA, alive, 531 days 5097.2
TCGA-55-8620-01A 60 years, male, white, stage:Stage IV, dead, 375 days 5096.7
TCGA-MN-A4N5-01A 63 years, male, white, stage:Stage IA, alive, 84 days 5095.3
TCGA-55-8089-01A 56 years, male, white, stage:Stage IA, dead, 702 days 5082.2
TCGA-05-4425-01A 70 years, female, stage:Stage IV, alive, 669 days 5079.2
TCGA-91-6828-01A 70 years, male, white, stage:Stage IA, alive, 323 days 5064.0
TCGA-78-7535-01A 45 years, male, white, stage:Stage IB, dead, 949 days 5061.9
TCGA-71-6725-01A 48 years, female, asian, stage:Stage IB, alive, 256 days 5030.8
TCGA-MN-A4N1-01A 60 years, male, black or african american, stage:Stage IIA, alive, 827 days 4999.4
TCGA-49-6745-01A 82 years, male, white, stage:Stage IIIA, alive, 522 days 4993.8
TCGA-91-6840-01A 59 years, female, white, stage:Stage IA, alive, 372 days 4990.2
TCGA-97-A4M2-01A 66 years, male, white, stage:Stage IA, alive, 624 days 4984.2
TCGA-86-8668-01A 61 years, female, white, stage:Stage IA, alive, 423 days 4982.2
TCGA-86-8278-01A 63 years, female, white, stage:Stage IIB, alive, 944 days 4968.1
TCGA-62-8402-01A 73 years, female, white, stage:Stage IIIA, dead, 1498 days 4964.7
TCGA-55-8091-01A 74 years, male, white, stage:Stage IB, alive, 600 days 4960.3
TCGA-55-7816-01A 49 years, female, white, stage:Stage IV, dead, 468 days 4958.9
TCGA-55-6978-01A 81 years, male, white, stage:Stage IIA, dead, 176 days 4935.4
TCGA-97-8174-01A 67 years, male, white, stage:Stage IIA, dead, 164 days 4934.3
TCGA-69-7978-01A 59 years, male, white, stage:Stage IIB, alive, 134 days 4910.7
TCGA-55-8508-01A 60 years, female, black or african american, stage:Stage IIA, alive, 617 days 4910.5
TCGA-69-7979-01A 71 years, female, white, stage:Stage IB, alive, 408 days 4903.9
TCGA-86-A4JF-01A 56 years, male, white, stage:Stage IIB, dead, 737 days 4888.0
TCGA-50-5939-01A 85 years, male, white, stage:Stage IB, dead, 460 days 4873.6
TCGA-55-A4DF-01A 88 years, male, white, stage:Stage IA, dead, 440 days 4856.2
TCGA-MP-A4SY-01A 61 years, male, white, stage:Stage IIB, dead, 1501 days 4854.0
TCGA-MP-A4TE-01A 56 years, male, white, stage:Stage IIA, dead, 896 days 4840.2
TCGA-69-7974-01A 54 years, female, white, stage:Stage IIIA, alive, 184 days 4823.0
TCGA-MP-A4TI-01A 72 years, male, white, stage:Stage IIA, dead, 429 days 4806.6
TCGA-05-4420-01A 41 years, male, stage:Stage IB, alive, 912 days 4795.6
TCGA-J2-A4AG-01A 66 years, female, white, stage:Stage IA, alive, 988 days 4786.5
TCGA-44-7662-01A 61 years, male, white, stage:Stage IB, alive, 218 days 4786.0
TCGA-55-7994-01A 81 years, male, white, stage:Stage IIB, alive, 603 days 4785.3
TCGA-86-7954-01A 68 years, female, white, stage:Stage IB, alive, 605 days 4763.7
TCGA-55-A57B-01A 80 years, female, black or african american, stage:Stage IA, alive, 546 days 4754.7
TCGA-38-4631-01A 72 years, female, white, stage:Stage IB, dead, 354 days 4750.1
TCGA-44-2657-01A 74 years, female, white, stage:Stage IB, alive, 1351 days 4749.3
TCGA-78-7148-01A 71 years, male, white, stage:Stage IIB, dead, 626 days 4747.4
TCGA-64-1681-01A 61 years, female, white, stage:Stage IA, dead, 1167 days 4739.5
TCGA-44-6774-01A 56 years, female, white, stage:Stage IIIA, alive, 658 days 4736.8
TCGA-38-A44F-01A 80 years, male, white, stage:Stage IB, alive, 133 days 4736.5
TCGA-L9-A444-01A 60 years, female, white, stage:Stage IA, alive, 307 days 4735.7
TCGA-78-7150-01A 59 years, male, white, stage:Stage IIB, dead, 666 days 4728.0
TCGA-55-8513-01A 77 years, female, white, stage:Stage IIB, alive, 791 days 4696.0
TCGA-55-6712-01A 71 years, male, white, stage:Stage IIA, dead, 171 days 4689.4
TCGA-55-A48Z-01A 60 years, female, white, stage:Stage IIIB, alive, 651 days 4677.8
TCGA-44-5643-01A 53 years, male, black or african american, stage:Stage IIIA, alive, 1013 days 4661.9
TCGA-MP-A4TK-01A 56 years, female, stage:Stage IIB, dead, 582 days 4661.3
TCGA-91-6831-01A 66 years, male, white, stage:Stage IB, alive, 310 days 4657.0
TCGA-44-2668-01A 51 years, male, white, stage:Stage IB, dead, 761 days 4655.9
TCGA-50-6593-01A 49 years, female, white, stage:Stage IIIA, dead, 336 days 4635.6
TCGA-L9-A743-01A 56 years, male, black or african american, stage:Stage IIA, alive, 664 days 4630.2
TCGA-50-5072-01A 74 years, male, white, stage:Stage IIIA, dead, 250 days 4629.6
TCGA-55-6543-01A 60 years, female, white, stage:Stage IA, alive, 435 days 4625.4
TCGA-44-7669-01A 59 years, male, black or african american, stage:Stage IIA, dead, 574 days 4619.8
TCGA-NJ-A4YQ-01A 69 years, female, white, stage:Stage IA, alive, 1432 days 4592.6
TCGA-55-1592-01A 65 years, male, white, stage:Stage IA, dead, 701 days 4586.8
TCGA-91-6849-01A 75 years, female, black or african american, stage:Stage IIIA, alive, 35 days 4574.2
TCGA-55-8512-01A 41 years, male, white, stage:Stage IV, dead, 607 days 4518.0
TCGA-97-A4M7-01A 74 years, male, white, stage:Stage IA, alive, 629 days 4505.8
TCGA-55-6984-01A 71 years, female, white, stage:Stage IIB, dead, 760 days 4498.7
TCGA-55-1596-01A 55 years, male, asian, stage:Stage IIB, alive, 2065 days 4484.2
TCGA-93-8067-01A 77 years, male, asian, stage:Stage IB, alive, 186 days 4481.5
TCGA-69-A59K-01A 60 years, female, black or african american, stage:Stage IIB, alive, 591 days 4463.7
TCGA-86-A456-01A 78 years, female, asian, stage:Stage IA, alive, 896 days 4456.3
TCGA-MP-A4T4-01A 68 years, female, white, stage:Stage IIB, dead, 2617 days 4425.6
TCGA-50-6595-01A 74 years, female, white, stage:Stage IIIA, dead, 189 days 4414.7
TCGA-62-A46S-01A 73 years, male, white, stage:Stage IB, dead, 1653 days 4401.1
TCGA-L4-A4E6-01A 67 years, male, white, stage:Stage IA, alive, 435 days 4388.6
TCGA-55-6975-01A 61 years, male, white, stage:Stage IIB, dead, 118 days 4367.6
TCGA-71-8520-01A 60 years, female, asian, stage:Stage IB, dead, 210 days 4366.0
TCGA-J2-8192-01A 65 years, female, white, stage:Stage IIA, alive, 739 days 4359.9
TCGA-55-8208-01A 73 years, female, white, stage:Stage IA, alive, 674 days 4356.4
TCGA-49-AAR9-01A 61 years, male, black or african american, stage:Stage IIB, dead, 260 days 4355.2
TCGA-86-7953-01A 69 years, female, white, stage:Stage IA, alive, 997 days 4340.1
TCGA-05-4433-01A 82 years, male, stage:Stage IB, alive, 730 days 4324.7
TCGA-MN-A4N4-01A 57 years, male, white, stage:Stage IA, alive, 1175 days 4317.1
TCGA-69-7980-01A 70 years, female, white, stage:Stage I, alive, 411 days 4314.7
TCGA-55-8621-01A 75 years, female, white, stage:Stage IA, alive, 515 days 4308.6
TCGA-05-4396-01A 76 years, male, stage:Stage IIIB, dead, 303 days 4296.2
TCGA-55-7281-01A 70 years, female, white, stage:Stage IA, alive, 872 days 4293.6
TCGA-55-8204-01A 87 years, female, white, stage:Stage IB, alive, 515 days 4286.9
TCGA-44-7661-01A 69 years, female, white, stage:Stage IB, dead, 557 days 4268.2
TCGA-86-8672-01A 59 years, male, white, stage:Stage IIB, dead, 19 days 4265.9
TCGA-38-4626-01A 57 years, female, white, stage:'--, alive, 3674 days 4252.7
TCGA-75-5125-01A male, stage:Stage IIB, dead, 2027 days 4238.2
TCGA-69-7760-01A 73 years, male, white, stage:Stage IIB, alive, 202 days 4236.5
TCGA-44-6779-01A 50 years, female, white, stage:Stage IIB, dead, 500 days 4228.7
TCGA-49-AARE-01A 51 years, female, black or african american, stage:Stage IA, dead, 1229 days 4195.2
TCGA-J2-A4AE-01A 77 years, female, white, stage:Stage IA, alive, 1079 days 4187.7
TCGA-86-8055-01A 79 years, male, white, stage:Stage IIA, dead, 124 days 4177.5
TCGA-86-8075-01A 66 years, female, white, stage:Stage IB, dead, 694 days 4151.9
TCGA-05-5420-01A 67 years, male, stage:Stage IIIA, alive, 457 days 4128.5
TCGA-J2-A4AD-01A 61 years, female, white, stage:Stage IA, dead, 550 days 4115.9
TCGA-55-7726-01A 72 years, female, white, stage:Stage IA, alive, 652 days 4098.8
TCGA-55-6971-01A 59 years, female, white, stage:Stage IB, alive, 1400 days 4089.7
TCGA-MP-A4TF-01A 58 years, female, white, stage:Stage IIA, dead, 336 days 4081.8
TCGA-78-7220-01A 53 years, female, white, stage:Stage IIIA, dead, 807 days 4072.0
TCGA-MP-A4TA-01A 75 years, female, white, stage:Stage IA, dead, 950 days 4041.6
TCGA-55-6642-01A 63 years, male, white, stage:Stage IB, alive, 2449 days 4020.1
TCGA-55-8614-01A 76 years, male, white, stage:Stage IB, alive, 536 days 4019.3
TCGA-86-8358-01A 44 years, male, white, stage:Stage IB, alive, 653 days 4018.7
TCGA-97-8547-01A 78 years, female, stage:Stage IIIA, alive, 657 days 4003.1
TCGA-93-A4JP-01A 64 years, male, asian, stage:Stage IV, alive, 578 days 3992.1
TCGA-95-A4VP-01A 66 years, female, white, stage:Stage IIIA, alive, 605 days 3971.2
TCGA-97-7552-01A 70 years, male, white, stage:Stage IB, alive, 1932 days 3958.3
TCGA-53-7813-01A 51 years, female, white, stage:Stage IIIB, alive, 424 days 3956.1
TCGA-78-7163-01A 60 years, male, white, stage:Stage IB, alive, 7248 days 3946.9
TCGA-78-7166-01A 84 years, male, white, stage:Stage IIB, dead, 258 days 3946.0
TCGA-50-5044-01A 72 years, female, white, stage:Stage IIIB, dead, 624 days 3943.9
TCGA-05-4402-01A 57 years, female, stage:Stage IV, dead, 244 days 3938.2
TCGA-55-8205-01A 76 years, female, white, stage:Stage IIA, alive, 599 days 3933.7
TCGA-44-2662-01A 65 years, male, white, stage:Stage IB, alive, 1280 days 3912.6
TCGA-44-6778-01A 59 years, male, black or african american, stage:Stage IA, alive, 1864 days 3903.6
TCGA-55-7995-01A 73 years, female, white, stage:Stage IA, alive, 889 days 3863.4
TCGA-50-6590-01A 72 years, female, white, stage:Stage IB, dead, 1288 days 3852.9
TCGA-86-8674-01A 50 years, male, white, stage:Stage IIA, alive, 806 days 3832.9
TCGA-55-6980-01A 56 years, male, white, stage:Stage IA, alive, 2109 days 3825.1
TCGA-49-4512-01A 69 years, female, white, stage:Stage IIIA, dead, 905 days 3822.7
TCGA-55-8092-01A 75 years, male, white, stage:Stage IIB, dead, 154 days 3802.5
TCGA-50-6673-01A 84 years, female, white, stage:Stage I, dead, 22 days 3785.9
TCGA-44-A47G-01A 73 years, female, white, stage:Stage IA, alive, 351 days 3776.4
TCGA-93-A4JN-01A 71 years, male, white, stage:Stage IV, alive, 718 days 3769.5
TCGA-NJ-A55R-01A 67 years, male, white, stage:Stage IA, alive, 603 days 3761.1
TCGA-50-6597-01A 79 years, female, white, stage:Stage IB, dead, 1268 days 3746.6
TCGA-62-8394-01A 65 years, female, white, stage:Stage IIIB, dead, 139 days 3719.5
TCGA-62-A471-01A 64 years, male, white, stage:Stage IIB, alive, 1246 days 3712.7
TCGA-97-7553-01A 58 years, female, white, stage:Stage IA, alive, 1870 days 3711.0
TCGA-86-6851-01A 73 years, female, white, stage:Stage IIA, alive, 179 days 3692.6
TCGA-62-8395-01A 80 years, female, white, stage:Stage IIB, alive, 1216 days 3679.5
TCGA-97-A4LX-01A 81 years, male, white, stage:Stage IB, alive, 614 days 3679.3
TCGA-97-8175-01A 55 years, female, white, stage:Stage IB, alive, 551 days 3648.9
TCGA-75-6214-01A female, stage:Stage IIIA, dead, 1115 days 3622.7
TCGA-MP-A4SW-01A 53 years, male, white, stage:Stage IIB, dead, 1778 days 3602.6
TCGA-55-6979-01A 59 years, female, white, stage:Stage IIB, dead, 237 days 3593.5
TCGA-55-5899-01A 58 years, male, white, stage:'--, alive, 930 days 3586.1
TCGA-38-4625-01A 66 years, female, white, stage:Stage IB, alive, 2973 days 3575.9
TCGA-49-AARR-01A 68 years, male, black or african american, stage:Stage IA, alive, 4992 days 3531.1
TCGA-44-7672-01A 52 years, female, white, stage:Stage IA, alive, 719 days 3516.5
TCGA-50-8459-01A 68 years, male, white, stage:Stage IIB, alive, 1119 days 3472.7
TCGA-49-AARO-01A 39 years, female, black or african american, stage:Stage IA, alive, 3759 days 3459.1
TCGA-50-5051-01A 42 years, female, white, stage:Stage IIIA, dead, 478 days 3447.3
TCGA-49-6743-01A 81 years, female, white, stage:Stage IIIA, alive, 1621 days 3430.5
TCGA-53-7624-01A 40 years, female, white, stage:Stage IV, dead, 1043 days 3425.5
TCGA-55-6968-01A 61 years, male, white, stage:Stage IV, dead, 1293 days 3418.9
TCGA-55-6985-01A 58 years, female, white, stage:Stage IB, alive, 1233 days 3411.6
TCGA-49-4490-01A 45 years, female, white, stage:Stage IIIA, dead, 385 days 3390.4
TCGA-91-6848-01A 59 years, male, white, stage:Stage IIIA, alive, 224 days 3376.4
TCGA-55-8090-01A 80 years, male, white, stage:Stage IA, dead, 598 days 3365.4
TCGA-75-7027-01A male, stage:Stage IB, alive, 3059 days 3364.5
TCGA-55-8619-01A 72 years, female, white, stage:Stage IIB, alive, 416 days 3361.2
TCGA-55-8505-01A 62 years, male, white, stage:Stage IIIA, alive, 440 days 3334.0
TCGA-44-6775-01A 72 years, female, white, stage:Stage IB, alive, 705 days 3321.9
TCGA-05-4397-01A 65 years, male, stage:Stage IIB, dead, 731 days 3320.1
TCGA-86-8585-01A 57 years, male, white, stage:Stage IB, alive, 353 days 3296.0
TCGA-44-A4SS-01A 73 years, male, white, stage:Stage IA, alive, 415 days 3203.3
TCGA-49-AAR3-01A 69 years, male, black or african american, stage:Stage IIB, alive, 1893 days 3192.7
TCGA-50-6592-01A 71 years, female, white, stage:Stage IB, dead, 777 days 3184.5
TCGA-78-8648-01A 58 years, female, stage:Stage IIB, dead, 1209 days 3160.8
TCGA-55-8302-01A 54 years, male, white, stage:Stage IB, alive, 478 days 3090.3
TCGA-86-7711-01A 70 years, male, white, stage:Stage IIA, dead, 1046 days 3027.6
TCGA-55-7570-01A 60 years, male, black or african american, stage:Stage IA, alive, 824 days 3021.0
TCGA-44-A4SU-01A 67 years, female, white, stage:Stage IA, dead, 409 days 3016.8
TCGA-62-8397-01A 70 years, female, white, stage:Stage IIB, alive, 1289 days 2958.9
TCGA-55-A491-01A 81 years, female, white, stage:Stage IA, alive, 626 days 2948.3
TCGA-55-A493-01A 54 years, female, white, stage:Stage IB, alive, 28 days 2915.5
TCGA-78-7542-01A 56 years, male, white, stage:Stage IB, dead, 321 days 2809.1
TCGA-49-AAR4-01A 51 years, male, black or african american, stage:Stage IIIA, dead, 879 days 2767.4
TCGA-55-1594-01A 68 years, male, white, stage:Stage IIIA, alive, 1178 days 2742.6
TCGA-44-A479-01A 73 years, female, black or african american, stage:Stage IB, alive, 486 days 2720.4
TCGA-69-7761-01A 84 years, male, white, stage:Stage IB, alive, 186 days 2704.2
TCGA-49-AARQ-01A 41 years, female, black or african american, stage:Stage I, alive, 6732 days 2688.7
TCGA-O1-A52J-01A 74 years, female, white, stage:Stage IA, dead, 1798 days 2642.2
TCGA-78-7155-01A 68 years, male, white, stage:Stage IB, dead, 1171 days 2604.1
TCGA-78-7540-01A 66 years, female, white, stage:Stage IB, dead, 1197 days 2595.3
TCGA-55-6982-01A 79 years, female, white, stage:Stage IIB, dead, 995 days 2570.3
TCGA-44-3396-01A 74 years, female, white, stage:Stage IIIA, alive, 1130 days 2364.0
TCGA-55-6981-01A 53 years, female, white, stage:Stage IIIA, dead, 1379 days 2344.4
TCGA-49-4514-01A 79 years, female, white, stage:Stage IA, alive, 1700 days 2319.2
TCGA-55-7728-01A 64 years, female, white, stage:Stage IB, alive, 704 days 2169.1
TCGA-49-AAR2-01A 64 years, male, black or african american, stage:Stage IB, alive, 2224 days 2049.8
Show allShow less
LUNG ADENOCARCINOMA (VALIDATION) - Interactive survival scatter ploti

The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.

The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".

Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.

Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

& Survival analysisi

Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.

RPS27 is not prognostic in Lung Adenocarcinoma (validation)


Stage:

Survival analysis
Current cut offi

Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.

:
Best expression cut offi

Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .

When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.

: 8582.77
Median expressioni

Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.

: N/A
Median follow up timei

Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.

: N/A
P scorei

Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.

N/A
5-year survival highi

5-year survival for patients with higher expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
5-year survival lowi

5-year survival for patients with lower expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
TCGA RNA samplesi

RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .

Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.

Average pTPM 7878.4
Number of samples 105
Samples
Sample Description pTPM
L616 54 years, male, stage:Stage IA, dead, 410 days 22470.1
L851 70 years, male, stage:Stage IB, dead, 1315 days 21122.7
L683 77 years, female, stage:Stage IIA, dead, 612 days 18463.1
L551 62 years, male, stage:Stage IA, alive, 2924 days 14914.4
L473 66 years, female, stage:Stage IA, alive, 3021 days 14490.0
L439 80 years, male, stage:Stage IIB, dead, 2773 days 13673.9
L791 66 years, female, stage:Stage IIIA, dead, 368 days 12279.5
L662 66 years, male, stage:Stage IA, dead, 865 days 12213.3
L842 62 years, female, stage:Stage IB, alive, 2005 days 11964.2
L850 77 years, male, stage:Stage IIIA, dead, 997 days 11016.1
L829 76 years, male, stage:Stage IA, alive, 2173 days 10938.9
L565 59 years, female, stage:Stage IB, dead, 543 days 10878.6
L810 64 years, female, stage:Stage IIIA, dead, 625 days 10859.6
L764 66 years, male, stage:Stage IIIA, alive, 1684 days 10577.4
L602 69 years, female, stage:Stage IA, alive, 2277 days 10269.2
L682 64 years, female, stage:Stage IIB, dead, 840 days 10022.1
L605 74 years, female, stage:Stage IA, alive, 2460 days 9952.3
L689 69 years, male, stage:Stage IA, alive, 1943 days 9848.8
L619 68 years, female, stage:Stage IIIA, dead, 1905 days 9475.8
L561 62 years, female, stage:Stage IA, alive, 2543 days 9441.9
L546 57 years, male, stage:Stage IA, dead, 973 days 9336.0
L816 73 years, female, stage:Stage IIA, dead, 353 days 9056.1
L557 81 years, female, stage:Stage IB, alive, 2580 days 9021.1
L827 70 years, male, stage:Stage IIB, dead, 1105 days 8975.6
L782 73 years, female, stage:Stage IIB, alive, 3371 days 8864.3
L603 70 years, female, stage:Stage IB, dead, 972 days 8852.0
L462 67 years, male, stage:Stage IIIA, dead, 568 days 8771.3
L596 74 years, female, stage:Stage IA, alive, 2319 days 8767.9
L493 56 years, female, stage:Stage IIB, alive, 2945 days 8741.8
L566 58 years, male, stage:Stage IB, alive, 2489 days 8690.1
L875 69 years, female, stage:Stage IA, alive, 1675 days 8643.4
L877 70 years, female, stage:Stage IA, alive, 1599 days 8632.5
L831 62 years, female, stage:Stage IB, alive, 2152 days 8582.8
L601 75 years, male, stage:Stage IB, dead, 2068 days 8355.9
L773 64 years, female, stage:Stage IV, dead, 311 days 8345.3
L731 59 years, female, stage:Stage IA, dead, 964 days 8309.7
L826 45 years, female, stage:Stage IV, dead, 935 days 8184.3
L599 80 years, male, stage:Stage IB, dead, 2083 days 8075.4
L673 74 years, female, stage:Stage IA, dead, 568 days 8060.4
L620 70 years, female, stage:Stage IIIA, dead, 338 days 7928.2
L630 65 years, female, stage:Stage IA, dead, 1733 days 7778.8
L800 66 years, female, stage:Stage IA, dead, 2417 days 7728.7
L626 76 years, female, stage:Stage IA, dead, 1994 days 7713.2
L531 74 years, male, stage:Stage IB, dead, 928 days 7583.6
L569 76 years, female, stage:Stage IA, alive, 2531 days 7573.8
L867 62 years, female, stage:Stage IIIA, dead, 317 days 7571.0
L638 65 years, male, stage:Stage IA, alive, 2076 days 7563.0
L617 68 years, male, stage:Stage IIIA, dead, 238 days 7540.5
L567 83 years, female, stage:Stage IIIA, dead, 1299 days 7536.7
L404 74 years, female, stage:Stage IIA, dead, 2318 days 7509.3
L613 72 years, male, stage:Stage IIIA, dead, 19 days 7508.8
L768 60 years, male, stage:Stage IIIA, dead, 472 days 7462.6
L656 58 years, male, stage:Stage IA, alive, 2227 days 7446.3
L663 62 years, female, stage:Stage IB, alive, 2018 days 7354.1
L688 57 years, male, stage:Stage IIIA, dead, 789 days 7321.4
L484 64 years, female, stage:Stage IA, alive, 2895 days 7304.0
L511 56 years, female, stage:Stage IIIA, alive, 2942 days 7086.2
L401 74 years, male, stage:Stage IIIA, dead, 1888 days 7030.5
L887 77 years, male, stage:Stage IA, dead, 374 days 6965.7
L446 71 years, female, stage:Stage IIB, dead, 415 days 6933.6
L832 65 years, female, stage:Stage IA, alive, 2145 days 6913.1
L532 69 years, female, stage:Stage IA, dead, 301 days 6876.5
L678 65 years, female, stage:Stage IB, dead, 1114 days 6767.7
L413 72 years, female, stage:Stage IIIA, dead, 313 days 6764.0
L593 78 years, male, stage:Stage IA, dead, 2436 days 6714.9
L710 72 years, female, stage:Stage IIA, alive, 1775 days 6635.8
L545 60 years, female, stage:Stage IA, alive, 2874 days 6592.5
L871 74 years, male, stage:Stage IB, dead, 873 days 6545.3
L400 78 years, male, stage:Stage IIA, dead, 1233 days 6519.7
L873 62 years, female, stage:Stage IA, alive, 1740 days 6483.4
L612 80 years, female, stage:Stage IIIA, alive, 2410 days 6439.8
L458 76 years, female, stage:Stage IA, dead, 223 days 6326.9
L607 59 years, male, stage:Stage IB, alive, 2572 days 6184.4
L455 52 years, female, stage:Stage IA, alive, 3315 days 6104.4
L872 71 years, female, stage:Stage IA, alive, 1793 days 6091.9
L885 62 years, female, stage:Stage IA, alive, 1618 days 6052.4
L814 73 years, male, stage:Stage IIIA, alive, 2466 days 6019.1
L828 68 years, female, stage:Stage IIB, alive, 2222 days 6007.0
L746 64 years, female, stage:Stage IIIA, dead, 594 days 5998.8
L530 76 years, female, stage:Stage IIA, dead, 308 days 5968.0
L703 71 years, male, stage:Stage IIA, dead, 1137 days 5917.2
L621 79 years, female, stage:Stage IIIA, dead, 1487 days 5906.7
L865 75 years, female, stage:Stage IIB, alive, 1927 days 5861.9
L874 56 years, female, stage:Stage IIIA, alive, 1733 days 5749.7
L879 75 years, male, stage:Stage IV, dead, 873 days 5714.5
L695 68 years, female, stage:Stage IB, dead, 1762 days 5681.9
L738 74 years, female, stage:Stage IB, dead, 1314 days 5547.4
L585 70 years, female, stage:Stage IIA, dead, 402 days 5359.6
L606 55 years, male, stage:Stage IA, alive, 2336 days 5252.7
L440 80 years, male, stage:Stage IIB, dead, 651 days 5170.3
L752 65 years, male, stage:Stage IIIA, alive, 1647 days 5143.1
L728 77 years, male, stage:Stage IIB, dead, 1128 days 5060.9
L543 65 years, male, stage:Stage IA, alive, 2711 days 5049.4
L541 70 years, female, stage:Stage IIIA, dead, 915 days 4794.5
L749 49 years, female, stage:Stage IIIA, dead, 189 days 4700.9
L802 62 years, female, stage:Stage IA, dead, 773 days 4653.4
L504 65 years, female, stage:Stage IA, dead, 1295 days 4621.6
L838 71 years, female, stage:Stage IA, dead, 1005 days 4589.1
L735 75 years, female, stage:Stage IA, alive, 1830 days 4567.9
L725 64 years, female, stage:Stage IA, alive, 1830 days 4433.0
L808 48 years, female, stage:Stage IA, alive, 3001 days 4430.1
L766 59 years, male, stage:Stage IB, alive, 1793 days 4223.2
L880 75 years, female, stage:Stage IA, alive, 1767 days 4073.6
L778 65 years, female, stage:Stage IA, alive, 1600 days 3774.1
L890 56 years, female, stage:Stage IIB, dead, 1264 days 3374.2
Show allShow less
LUNG SQUAMOUS CELL CARCINOMA (TCGA) - Interactive survival scatter ploti

The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.

The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".

Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.

Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

& Survival analysisi

Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.

RPS27 is potential prognostic, high expression is favorable in Lung Squamous Cell Carcinoma (TCGA)


Stage:


Survival analysis
Current cut offi

Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.

:
Best expression cut offi

Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .

When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.

: 6343.61
Median expressioni

Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.

: N/A
Median follow up timei

Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.

: N/A
P scorei

Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.

N/A
5-year survival highi

5-year survival for patients with higher expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
5-year survival lowi

5-year survival for patients with lower expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
TCGA RNA samplesi

RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .

Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.

Average pTPM 5789.0
Number of samples 489
Samples
Sample Description pTPM
TCGA-68-A59J-01A 74 years, female, white, stage:Stage IB, alive, 448 days 24409.8
TCGA-85-7696-01A 64 years, male, white, stage:Stage IA, alive, 1111 days 18723.0
TCGA-66-2795-01A 68 years, male, stage:Stage IIIB, alive, 122 days 17103.7
TCGA-34-5240-01A 73 years, female, white, stage:Stage IIB, alive, 1541 days 16964.5
TCGA-NC-A5HH-01A 53 years, male, white, stage:Stage IA, alive, 37 days 14997.2
TCGA-22-5480-01A 66 years, female, white, stage:Stage IA, dead, 2170 days 13837.6
TCGA-37-4135-01A 68 years, male, white, stage:Stage IB, alive, 207 days 13359.2
TCGA-MF-A522-01A 54 years, male, white, stage:Stage IB, dead, 360 days 13323.9
TCGA-85-A512-01A 46 years, male, white, stage:Stage IIA, alive, 465 days 12499.4
TCGA-51-4080-01A 65 years, male, black or african american, stage:Stage IIIB, dead, 12 days 11888.1
TCGA-90-7767-01A 56 years, male, white, stage:Stage IIB, alive, 89 days 11385.4
TCGA-70-6723-01A 65 years, male, asian, stage:Stage IIA, alive, 375 days 11293.2
TCGA-43-3394-01A 52 years, male, black or african american, stage:Stage IB, dead, 1190 days 11083.3
TCGA-85-A53L-01A 63 years, male, asian, stage:Stage IIA, alive, 377 days 10994.3
TCGA-85-8070-01A 71 years, male, white, stage:Stage IB, alive, 960 days 10958.7
TCGA-33-4533-01A 76 years, female, black or african american, stage:Stage IB, alive, 4068 days 10821.0
TCGA-85-8352-01A 67 years, male, white, stage:Stage IIIA, dead, 161 days 10741.9
TCGA-NC-A5HN-01A 77 years, male, white, stage:Stage IIA, alive, 1499 days 10719.8
TCGA-37-4133-01A 63 years, male, white, stage:Stage IIIA, alive, 238 days 10586.2
TCGA-NC-A5HR-01A 75 years, female, white, stage:Stage IIA, alive, 1244 days 10576.0
TCGA-60-2722-01A 66 years, male, white, stage:Stage IIB, alive, 908 days 10372.9
TCGA-33-4583-01A 73 years, male, white, stage:Stage IA, dead, 4601 days 10310.1
TCGA-85-7710-01A 59 years, female, white, stage:Stage IA, alive, 42 days 10205.9
TCGA-63-A5MH-01A 68 years, male, stage:Stage IA, alive, 2026 days 10189.0
TCGA-18-3408-01A 77 years, female, white, stage:Stage IB, dead, 2304 days 10129.6
TCGA-85-A4PA-01A 61 years, male, white, stage:Stage IB, alive, 741 days 10091.7
TCGA-66-2758-01A 71 years, male, stage:Stage IB, alive, 639 days 10055.5
TCGA-58-A46L-01A 73 years, male, white, stage:Stage IIIA, alive, 1723 days 9989.6
TCGA-85-A510-01A 74 years, female, white, stage:Stage IIB, alive, 482 days 9898.6
TCGA-63-A5MY-01A 63 years, male, stage:Stage IA, alive, 1052 days 9786.8
TCGA-66-2742-01A 70 years, male, stage:Stage IV, alive, 641 days 9767.7
TCGA-39-5037-01A 65 years, male, white, stage:Stage IIA, alive, 1690 days 9532.4
TCGA-NC-A5HG-01A 59 years, male, white, stage:Stage IIIA, alive, 1963 days 9532.0
TCGA-33-4586-01A 57 years, male, white, stage:Stage IIIA, dead, 428 days 9491.9
TCGA-85-8052-01A 53 years, male, white, stage:Stage IIB, alive, 734 days 9466.6
TCGA-52-7812-01A 68 years, male, white, stage:'--, dead, 835 days 9427.1
TCGA-52-7809-01A 74 years, male, white, stage:Stage IB, dead, 166 days 9418.0
TCGA-33-AASI-01A 65 years, female, black or african american, stage:Stage IIB, dead, 1344 days 9243.8
TCGA-77-7465-01A 58 years, male, white, stage:Stage IIA, alive, 990 days 9214.9
TCGA-90-A4ED-01A 69 years, male, white, stage:Stage IB, alive, 615 days 9101.5
TCGA-85-A5B5-01A 58 years, male, white, stage:Stage IA, alive, 111 days 9064.8
TCGA-58-A46M-01A 61 years, male, white, stage:Stage IIB, alive, 1072 days 9007.7
TCGA-NC-A5HP-01A 69 years, male, white, stage:Stage IV, dead, 770 days 8995.1
TCGA-46-6026-01A 81 years, male, white, stage:Stage IIB, alive, 423 days 8898.2
TCGA-18-3411-01A 63 years, female, stage:Stage IIIA, alive, 3576 days 8856.0
TCGA-63-A5MW-01A 76 years, male, stage:Stage IB, alive, 1639 days 8846.4
TCGA-22-5479-01A 64 years, male, white, stage:Stage IB, dead, 2625 days 8796.7
TCGA-NC-A5HE-01A 60 years, male, white, stage:Stage IIB, alive, 2336 days 8751.9
TCGA-O2-A5IB-01A 71 years, female, white, stage:Stage III, dead, 340 days 8727.8
TCGA-43-6143-01A 70 years, male, white, stage:Stage IB, alive, 699 days 8709.1
TCGA-60-2711-01A 64 years, female, white, stage:Stage IB, alive, 1260 days 8667.7
TCGA-63-6202-01A male, stage:Stage IIA, alive, 1602 days 8565.6
TCGA-37-4130-01A 56 years, male, white, stage:Stage IA, alive, 247 days 8474.2
TCGA-52-7811-01A 67 years, male, white, stage:Stage IB, dead, 266 days 8460.9
TCGA-34-5231-01A 72 years, male, white, stage:Stage IA, dead, 1984 days 8419.2
TCGA-18-3421-01A 65 years, male, white, stage:Stage IB, alive, 2645 days 8362.8
TCGA-77-7139-01A 56 years, male, white, stage:Stage IIB, alive, 4261 days 8359.3
TCGA-33-4566-01A 40 years, male, white, stage:Stage IB, dead, 5287 days 8357.9
TCGA-63-7023-01A male, stage:Stage IIA, alive, 1682 days 8342.8
TCGA-98-A53I-01A 64 years, male, white, stage:Stage IIA, alive, 565 days 8326.1
TCGA-L3-A524-01A 45 years, female, white, stage:Stage IIB, dead, 490 days 8315.2
TCGA-39-5016-01A 44 years, male, white, stage:Stage IIA, alive, 3850 days 8288.0
TCGA-18-5592-01A 57 years, male, stage:Stage IIB, alive, 1519 days 8265.1
TCGA-21-1072-01A 75 years, male, white, stage:Stage IB, alive, 3016 days 8248.3
TCGA-77-7141-01A 64 years, male, white, stage:Stage IB, alive, 15 days 8244.6
TCGA-58-8390-01A 70 years, male, white, stage:Stage IIA, alive, 911 days 8216.7
TCGA-NK-A5D1-01A 57 years, male, white, stage:Stage IIA, alive, 511 days 8208.7
TCGA-43-7656-01A 71 years, male, white, stage:Stage IA, alive, 596 days 8144.2
TCGA-46-3768-01A 58 years, male, white, stage:Stage IIIA, dead, 299 days 8105.1
TCGA-90-A4EE-01A 53 years, male, white, stage:Stage IIA, alive, 688 days 8064.4
TCGA-37-3792-01A 69 years, male, white, stage:Stage IB, alive, 12 days 8052.5
TCGA-O2-A52N-01A 78 years, male, white, stage:Stage I, dead, 1006 days 8020.1
TCGA-43-7657-01A 68 years, female, white, stage:Stage IA, alive, 236 days 8008.9
TCGA-43-A56V-01A 61 years, male, black or african american, stage:Stage IIIA, alive, 366 days 7997.0
TCGA-22-4607-01A 75 years, male, white, stage:Stage IB, dead, 587 days 7850.7
TCGA-33-4538-01A 66 years, male, white, stage:Stage IIIA, dead, 2979 days 7821.7
TCGA-66-2787-01A 57 years, male, stage:Stage IA, alive, 1217 days 7755.5
TCGA-94-7557-01A 73 years, male, black or african american, stage:Stage IB, dead, 5 days 7720.5
TCGA-66-2737-01A 72 years, male, stage:Stage IIB, alive, 61 days 7704.1
TCGA-37-3783-01A 51 years, male, white, stage:Stage IIIA, alive, 122 days 7697.9
TCGA-39-5039-01A 76 years, male, white, stage:Stage IIA, dead, 544 days 7690.5
TCGA-63-A5MM-01A 69 years, female, stage:Stage IIB, dead, 456 days 7661.9
TCGA-85-A4CL-01A 65 years, male, white, stage:Stage IA, dead, 921 days 7653.9
TCGA-37-3789-01A 65 years, male, white, stage:Stage IB, alive, 13 days 7620.0
TCGA-51-6867-01A 72 years, female, white, stage:Stage I, dead, 1856 days 7608.4
TCGA-39-5036-01A 73 years, male, white, stage:Stage IB, alive, 2165 days 7576.1
TCGA-63-A5MJ-01A 54 years, male, stage:Stage IIB, alive, 1824 days 7566.1
TCGA-37-4141-01A 65 years, female, white, stage:Stage IA, alive, 12 days 7534.2
TCGA-37-A5EN-01A 59 years, male, white, stage:Stage IIIB, alive, 660 days 7524.5
TCGA-34-5239-01A 75 years, male, white, stage:Stage IIIA, alive, 1834 days 7473.9
TCGA-22-4596-01A 69 years, female, white, stage:Stage IB, dead, 17 days 7469.2
TCGA-63-A5MB-01A 62 years, male, stage:Stage IB, alive, 3123 days 7412.4
TCGA-21-1080-01A 66 years, male, white, stage:Stage IB, alive, 3724 days 7371.8
TCGA-77-A5G6-01A 66 years, male, stage:Stage IIIA, dead, 678 days 7354.9
TCGA-85-8351-01A 72 years, male, white, stage:Stage IIA, alive, 510 days 7301.7
TCGA-77-7142-01A 59 years, female, white, stage:Stage IB, alive, 2227 days 7297.1
TCGA-34-2600-01A 76 years, female, white, stage:Stage IA, dead, 1874 days 7278.6
TCGA-60-2720-01A 60 years, female, white, stage:Stage IB, alive, 97 days 7168.8
TCGA-85-8072-01A 60 years, male, white, stage:Stage IA, alive, 932 days 7167.8
TCGA-43-3920-01A 71 years, male, white, stage:Stage IB, alive, 1007 days 7156.8
TCGA-92-7340-01A 45 years, female, white, stage:Stage IIA, alive, 82 days 7150.7
TCGA-77-6845-01A 69 years, male, white, stage:Stage IIB, dead, 708 days 7136.6
TCGA-21-1075-01A 57 years, male, white, stage:Stage IIB, alive, 2134 days 7106.4
TCGA-94-8491-01A 73 years, male, white, stage:Stage IIA, alive, 810 days 7106.2
TCGA-22-4599-01A 73 years, female, white, stage:Stage IB, dead, 1161 days 7103.7
TCGA-96-A4JL-01A 78 years, female, asian, stage:Stage IIA, alive, 842 days 7073.7
TCGA-94-8490-01A 70 years, male, white, stage:Stage IIB, alive, 153 days 7025.1
TCGA-18-3417-01A 65 years, male, stage:Stage IV, dead, 1097 days 7020.2
TCGA-66-2755-01A 63 years, male, stage:Stage IB, alive, 28 days 6974.2
TCGA-33-4582-01A 55 years, male, white, stage:Stage IA, dead, 3149 days 6962.3
TCGA-21-5787-01A 65 years, male, black or african american, stage:Stage IIIA, dead, 329 days 6951.1
TCGA-52-7810-01A 60 years, female, white, stage:Stage IIB, alive, 923 days 6929.1
TCGA-85-6798-01A 57 years, male, white, stage:Stage IIIA, dead, 195 days 6928.4
TCGA-77-8154-01A 67 years, male, stage:Stage IA, alive, 1841 days 6908.4
TCGA-18-3409-01A 74 years, male, white, stage:Stage IA, alive, 3747 days 6902.4
TCGA-NC-A5HO-01A 70 years, female, white, stage:Stage IIIA, alive, 1336 days 6902.0
TCGA-66-2794-01A 64 years, male, stage:Stage IIIB, alive, 1645 days 6890.8
TCGA-60-2726-01A 56 years, male, white, stage:Stage IIA, dead, 358 days 6840.7
TCGA-85-8479-01A 66 years, male, white, stage:Stage IA, alive, 468 days 6788.6
TCGA-77-8133-01A 74 years, male, stage:Stage IIA, dead, 1640 days 6779.4
TCGA-22-5491-01A 74 years, male, white, stage:Stage IA, dead, 1713 days 6775.9
TCGA-22-5473-01A 78 years, male, white, stage:'--, dead, 1933 days 6771.0
TCGA-22-5489-01A 64 years, male, white, stage:Stage IA, dead, 1912 days 6765.1
TCGA-22-4604-01A 73 years, male, white, stage:Stage IIA, dead, 399 days 6744.1
TCGA-46-3767-01A 76 years, male, white, stage:Stage IA, alive, 396 days 6743.6
TCGA-85-8354-01A 53 years, male, white, stage:Stage IB, alive, 995 days 6695.8
TCGA-43-7658-01A 75 years, female, white, stage:Stage IA, dead, 2378 days 6655.9
TCGA-77-A5GF-01A 70 years, male, stage:Stage IIA, dead, 840 days 6636.7
TCGA-56-5898-01A 69 years, male, white, stage:Stage IA, alive, 555 days 6624.9
TCGA-34-5928-01A 83 years, female, white, stage:Stage IIB, alive, 1196 days 6581.7
TCGA-22-5471-01A 75 years, male, white, stage:Stage IB, alive, 1845 days 6575.6
TCGA-18-3414-01A 73 years, male, asian, stage:Stage IV, dead, 716 days 6562.9
TCGA-60-2703-01A 73 years, male, white, stage:Stage IIB, dead, 2945 days 6545.6
TCGA-85-8277-01A 70 years, male, white, stage:Stage IIIA, dead, 307 days 6542.0
TCGA-66-2786-01A 68 years, female, stage:Stage IA, alive, 790 days 6538.0
TCGA-43-A474-01A 66 years, male, white, stage:Stage IIA, alive, 353 days 6524.6
TCGA-18-3415-01A 77 years, male, stage:Stage IB, dead, 2803 days 6512.1
TCGA-96-7545-01A 73 years, male, white, stage:Stage IA, dead, 1736 days 6510.1
TCGA-85-8664-01A 73 years, male, white, stage:Stage IIB, dead, 550 days 6483.9
TCGA-21-1078-01A 77 years, male, white, stage:Stage IB, dead, 474 days 6479.6
TCGA-21-5786-01A 64 years, male, white, stage:Stage IB, alive, 1032 days 6416.4
TCGA-39-5019-01A 70 years, male, white, stage:Stage IB, alive, 3387 days 6397.1
TCGA-77-8148-01A 68 years, male, stage:Stage IIIA, alive, 2023 days 6384.8
TCGA-66-2778-01A 68 years, female, stage:Stage IIIB, alive, 578 days 6374.3
TCGA-33-4547-01A 68 years, male, white, stage:Stage IB, alive, 2419 days 6369.9
TCGA-60-2695-01A 74 years, female, white, stage:Stage IB, alive, 642 days 6358.3
TCGA-34-5234-01A 71 years, female, white, stage:Stage IA, alive, 2271 days 6347.8
TCGA-90-A59Q-01A 61 years, female, white, stage:Stage IIA, dead, 322 days 6339.4
TCGA-77-8009-01A 68 years, male, stage:Stage IIB, dead, 1695 days 6334.5
TCGA-60-2708-01A 64 years, female, white, stage:Stage IIB, alive, 2447 days 6319.5
TCGA-NC-A5HJ-01A 59 years, male, white, stage:Stage IIB, dead, 418 days 6301.2
TCGA-77-8128-01A 60 years, male, stage:Stage IIIA, dead, 1150 days 6291.2
TCGA-34-7107-01A 70 years, male, white, stage:Stage II, dead, 34 days 6290.6
TCGA-66-2780-01A 65 years, male, stage:Stage IB, dead, 366 days 6285.5
TCGA-60-2716-01A 39 years, male, stage:Stage IIB, alive, 1475 days 6280.6
TCGA-66-2763-01A 63 years, female, stage:Stage IB, alive, 30 days 6277.9
TCGA-77-A5GA-01A 76 years, male, stage:Stage IB, alive, 1280 days 6275.1
TCGA-33-AASB-01A 66 years, male, black or african american, stage:Stage IB, dead, 211 days 6274.0
TCGA-56-7580-01A 84 years, male, white, stage:Stage IB, alive, 925 days 6271.8
TCGA-63-A5ML-01A 68 years, male, stage:Stage IB, alive, 1386 days 6271.8
TCGA-56-7223-01A 66 years, male, white, stage:Stage IIIA, dead, 442 days 6262.2
TCGA-85-7699-01A 73 years, male, white, stage:Stage IIIA, dead, 1001 days 6259.4
TCGA-66-2782-01A 71 years, male, stage:Stage IIB, dead, 365 days 6254.5
TCGA-58-8388-01A 60 years, male, white, stage:Stage IB, dead, 412 days 6253.3
TCGA-33-4589-01A 62 years, female, white, stage:Stage IIB, dead, 47 days 6223.3
TCGA-60-2698-01A 62 years, male, white, stage:Stage IIB, dead, 311 days 6203.0
TCGA-18-3406-01A 67 years, male, white, stage:Stage IA, dead, 371 days 6192.1
TCGA-34-5929-01A 78 years, female, white, stage:Stage IB, dead, 151 days 6190.1
TCGA-96-7544-01A 83 years, male, white, stage:Stage IIB, dead, 2160 days 6178.9
TCGA-56-8624-01A 84 years, male, white, stage:Stage IIB, alive, 420 days 6176.9
TCGA-68-7755-01A 60 years, female, white, stage:Stage IIA, alive, 83 days 6168.3
TCGA-66-2800-01A 70 years, male, stage:Stage IIIB, alive, 1492 days 6167.8
TCGA-39-5035-01A 72 years, female, white, stage:Stage IA, alive, 2080 days 6152.8
TCGA-58-8387-01A 60 years, male, white, stage:Stage IIA, dead, 403 days 6139.8
TCGA-NC-A5HQ-01A 70 years, male, white, stage:Stage IIIA, dead, 448 days 6095.5
TCGA-98-A53D-01A 68 years, male, white, stage:Stage IIB, dead, 645 days 6086.7
TCGA-46-3769-01A 57 years, male, white, stage:'--, alive, 135 days 6070.6
TCGA-66-2756-01A 68 years, male, stage:Stage IIIB, alive, 30 days 6032.1
TCGA-68-7756-01A 84 years, male, white, stage:Stage IIIA, alive, 202 days 6023.6
TCGA-58-8393-01A 68 years, female, white, stage:Stage IB, alive, 1058 days 6018.4
TCGA-56-7221-01A 79 years, male, white, stage:Stage IB, alive, 608 days 6004.9
TCGA-22-5474-01A 74 years, male, white, stage:Stage IB, dead, 445 days 5998.7
TCGA-O2-A52Q-01A 44 years, female, white, stage:Stage III, dead, 113 days 5981.7
TCGA-77-A5FZ-01A 64 years, male, stage:Stage IIIB, dead, 3838 days 5960.6
TCGA-60-2715-01A 51 years, male, white, stage:Stage IA, dead, 1075 days 5950.5
TCGA-85-7698-01A 48 years, male, white, stage:Stage IA, alive, 952 days 5943.6
TCGA-56-7730-01A 73 years, male, white, stage:Stage IIA, dead, 198 days 5942.8
TCGA-68-8251-01A 78 years, male, white, stage:Stage IB, alive, 406 days 5935.7
TCGA-34-5241-01A 79 years, male, white, stage:Stage IB, dead, 515 days 5922.9
TCGA-56-8083-01A 56 years, male, white, stage:Stage IB, alive, 150 days 5912.6
TCGA-60-2696-01A 76 years, female, black or african american, stage:Stage IIA, dead, 109 days 5911.3
TCGA-22-0940-01A 71 years, male, white, stage:Stage IIA, dead, 669 days 5904.9
TCGA-18-4083-01A 63 years, male, white, stage:Stage IIB, dead, 188 days 5901.2
TCGA-22-0944-01A 61 years, male, white, stage:Stage IB, dead, 223 days 5893.7
TCGA-66-2744-01A 71 years, male, stage:Stage IIB, alive, 30 days 5879.5
TCGA-60-2721-01A 73 years, male, white, stage:Stage IB, alive, 983 days 5877.1
TCGA-66-2793-01A 68 years, male, stage:Stage IIIB, dead, 306 days 5867.5
TCGA-21-1077-01A 64 years, male, white, stage:Stage IIB, dead, 1058 days 5858.2
TCGA-56-8623-01A 71 years, male, white, stage:Stage IB, dead, 692 days 5815.4
TCGA-60-2723-01A 74 years, female, white, stage:Stage IB, alive, 1092 days 5800.8
TCGA-85-A4JC-01A 84 years, male, white, stage:Stage IIA, dead, 604 days 5800.6
TCGA-66-2767-01A 62 years, male, stage:Stage IIIB, alive, 61 days 5798.7
TCGA-22-4594-01A 60 years, female, stage:Stage IIIA, dead, 1470 days 5791.2
TCGA-77-7463-01A 75 years, male, white, stage:Stage IB, dead, 1423 days 5778.3
TCGA-51-4079-01A 73 years, female, black or african american, stage:Stage IB, dead, 12 days 5765.9
TCGA-77-7140-01A 69 years, female, white, stage:Stage IIB, dead, 632 days 5756.5
TCGA-33-4532-01A 68 years, male, white, stage:Stage IB, dead, 3924 days 5748.2
TCGA-39-5027-01A 73 years, male, white, stage:Stage IB, alive, 3108 days 5746.3
TCGA-34-8455-01A 67 years, male, white, stage:Stage IV, dead, 123 days 5729.0
TCGA-60-2697-01A 41 years, male, white, stage:Stage IIA, dead, 372 days 5727.0
TCGA-56-7582-01A 83 years, male, white, stage:Stage IB, alive, 601 days 5720.1
TCGA-O2-A52S-01A 57 years, female, white, stage:Stage III, dead, 387 days 5706.6
TCGA-22-5472-01A 67 years, male, white, stage:Stage IB, dead, 1975 days 5701.2
TCGA-NC-A5HD-01A 79 years, male, white, stage:Stage IIB, dead, 2 days 5678.6
TCGA-33-AASJ-01A 60 years, male, black or african american, stage:Stage IB, dead, 3600 days 5672.8
TCGA-39-5040-01A 59 years, male, white, stage:Stage IIIA, dead, 519 days 5667.1
TCGA-33-6737-01A 71 years, male, white, stage:Stage IIIA, dead, 601 days 5660.0
TCGA-22-1016-01A 65 years, male, white, stage:Stage IB, dead, 822 days 5575.7
TCGA-18-3410-01A 81 years, male, stage:Stage IIB, dead, 146 days 5545.6
TCGA-18-3416-01A 83 years, male, stage:Stage IIB, dead, 973 days 5539.9
TCGA-37-A5EL-01A 53 years, male, white, stage:Stage IIB, dead, 1143 days 5525.5
TCGA-34-5236-01A 60 years, male, white, stage:Stage IIB, dead, 276 days 5520.2
TCGA-21-1083-01A 75 years, male, white, stage:Stage IA, dead, 1315 days 5519.5
TCGA-43-6770-01A 59 years, female, black or african american, stage:Stage IB, alive, 653 days 5503.8
TCGA-94-7943-01A 80 years, male, white, stage:Stage IA, alive, 559 days 5489.5
TCGA-63-A5MP-01A 56 years, male, stage:Stage IIB, alive, 769 days 5486.6
TCGA-37-5819-01A 64 years, male, white, stage:Stage IIIA, alive, 103 days 5465.2
TCGA-85-8071-01A 52 years, male, white, stage:Stage IIA, alive, 815 days 5459.8
TCGA-39-5011-01A 70 years, female, white, stage:Stage IA, alive, 4053 days 5458.3
TCGA-33-AAS8-01A 59 years, female, black or african american, stage:Stage IA, dead, 1114 days 5442.2
TCGA-66-2753-01A 69 years, male, stage:Stage IB, alive, 31 days 5441.5
TCGA-66-2785-01A 65 years, male, stage:Stage IB, alive, 60 days 5440.7
TCGA-21-1071-01A 67 years, male, white, stage:Stage IB, dead, 1426 days 5390.2
TCGA-56-8307-01A 55 years, female, white, stage:Stage IIB, alive, 818 days 5377.5
TCGA-66-2783-01A 67 years, male, stage:Stage IIIB, alive, 759 days 5369.3
TCGA-66-2791-01A 66 years, male, stage:Stage IIIB, dead, 153 days 5365.2
TCGA-92-7341-01A 71 years, male, white, stage:Stage IB, alive, 106 days 5341.5
TCGA-22-5482-01A 81 years, male, white, stage:Stage IB, dead, 357 days 5339.3
TCGA-22-4593-01A 77 years, male, white, stage:Stage IIA, dead, 1067 days 5338.3
TCGA-90-7964-01A 70 years, male, white, stage:Stage IB, alive, 428 days 5328.5
TCGA-85-7697-01A 49 years, male, white, stage:Stage IIB, alive, 1063 days 5319.5
TCGA-43-8116-01A 73 years, male, white, stage:Stage IA, alive, 358 days 5319.2
TCGA-77-7138-01A 67 years, male, stage:Stage IB, dead, 340 days 5312.2
TCGA-66-2771-01A 60 years, male, stage:Stage IIB, alive, 578 days 5306.6
TCGA-77-A5G3-01A 63 years, male, stage:Stage IIB, alive, 4570 days 5298.1
TCGA-34-2596-01A 70 years, male, white, stage:Stage IIB, dead, 80 days 5280.6
TCGA-46-3765-01A 59 years, female, white, stage:Stage IA, alive, 405 days 5274.7
TCGA-NC-A5HK-01A 58 years, female, white, stage:Stage IIB, alive, 128 days 5258.6
TCGA-33-A4WN-01A 60 years, male, white, stage:Stage IB, dead, 143 days 5256.3
TCGA-46-3766-01A 62 years, female, white, stage:Stage IA, alive, 370 days 5253.7
TCGA-18-5595-01A 50 years, male, stage:Stage IB, dead, 827 days 5251.9
TCGA-LA-A7SW-01A 71 years, male, black or african american, stage:Stage IIIA, dead, 408 days 5244.5
TCGA-22-5481-01A 72 years, female, white, stage:Stage IIB, dead, 2409 days 5239.6
TCGA-NC-A5HF-01A 74 years, male, white, stage:Stage IIIB, dead, 138 days 5232.0
TCGA-68-8250-01A 66 years, male, black or african american, stage:Stage IA, alive, 244 days 5224.2
TCGA-85-7843-01A 50 years, male, white, stage:Stage IIA, alive, 35 days 5217.2
TCGA-66-2789-01A 73 years, male, stage:Stage IIIB, dead, 123 days 5190.1
TCGA-85-A4QQ-01A 68 years, male, white, stage:Stage IB, dead, 927 days 5179.1
TCGA-52-7622-01A 62 years, female, white, stage:Stage IA, alive, 862 days 5176.5
TCGA-22-1012-01A 80 years, female, white, stage:Stage IB, dead, 429 days 5171.5
TCGA-92-8063-01A 52 years, male, white, stage:Stage IIIA, alive, 122 days 5166.2
TCGA-66-2766-01A 54 years, male, stage:Stage IIIA, alive, 31 days 5165.2
TCGA-22-4601-01A 73 years, female, white, stage:Stage IIIA, dead, 1057 days 5162.0
TCGA-18-3412-01A 52 years, male, white, stage:Stage IB, dead, 345 days 5147.9
TCGA-94-A5I4-01A 61 years, male, white, stage:Stage IIA, alive, 491 days 5136.6
TCGA-33-AASL-01A 57 years, female, black or african american, stage:Stage IA, dead, 826 days 5121.3
TCGA-92-8065-01A 74 years, female, white, stage:Stage IIB, alive, 70 days 5113.4
TCGA-66-2770-01A 79 years, male, stage:Stage IB, alive, 700 days 5093.1
TCGA-56-A5DR-01A 81 years, male, white, stage:Stage IA, alive, 4 days 5078.2
TCGA-85-8355-01A 63 years, male, white, stage:Stage IA, alive, 61 days 5073.4
TCGA-77-8146-01A 72 years, male, stage:Stage IA, alive, 3189 days 5056.9
TCGA-21-A5DI-01A 77 years, male, white, stage:Stage IA, alive, 979 days 5041.6
TCGA-58-A46N-01A 52 years, male, white, stage:Stage IB, alive, 910 days 5031.9
TCGA-NK-A5CX-01A 73 years, male, white, stage:Stage IIA, alive, 111 days 5026.3
TCGA-21-5784-01A 80 years, female, white, stage:Stage IB, alive, 1268 days 5025.1
TCGA-66-2754-01A 67 years, male, stage:Stage IIIA, alive, 61 days 5012.3
TCGA-37-4132-01A 61 years, female, white, stage:Stage IV, alive, 227 days 5010.5
TCGA-60-2709-01A 69 years, male, black or african american, stage:Stage IB, alive, 1505 days 5010.3
TCGA-56-7222-01A 60 years, male, white, stage:Stage IB, dead, 562 days 5003.6
TCGA-33-4587-01A 63 years, female, white, stage:Stage IB, dead, 1656 days 4988.9
TCGA-56-8305-01A 72 years, male, white, stage:Stage IB, alive, 105 days 4985.9
TCGA-77-8150-01A 64 years, male, stage:Stage IIIA, dead, 1655 days 4951.6
TCGA-98-8022-01A 61 years, male, white, stage:Stage IA, dead, 933 days 4942.9
TCGA-18-4721-01A 74 years, male, white, stage:Stage IA, alive, 4694 days 4941.7
TCGA-66-2769-01A 75 years, male, stage:Stage IIIB, dead, 215 days 4940.6
TCGA-22-1002-01A 69 years, male, white, stage:Stage IA, dead, 131 days 4934.7
TCGA-22-1017-01A 62 years, male, white, stage:Stage IA, dead, 1485 days 4925.3
TCGA-NC-A5HT-01A 69 years, male, white, stage:Stage IIIA, alive, 804 days 4911.2
TCGA-34-8456-01A 71 years, female, white, stage:Stage IIA, alive, 804 days 4898.1
TCGA-39-5021-01A 70 years, male, white, stage:Stage IB, dead, 2086 days 4880.5
TCGA-58-A46K-01A 59 years, male, white, stage:Stage IIIA, dead, 1045 days 4879.2
TCGA-85-8584-01A 71 years, male, white, stage:Stage IIA, dead, 383 days 4865.9
TCGA-51-4081-01A 55 years, male, white, stage:Stage IIB, alive, 911 days 4860.9
TCGA-37-A5EM-01A 49 years, male, white, stage:Stage II, alive, 867 days 4854.0
TCGA-34-5927-01A 70 years, female, white, stage:Stage IA, alive, 1361 days 4834.3
TCGA-66-2781-01A 67 years, male, stage:Stage IB, alive, 121 days 4832.2
TCGA-77-7338-01A 64 years, male, white, stage:Stage IB, dead, 5 days 4826.3
TCGA-63-A5MI-01A 65 years, male, stage:Stage IIIA, alive, 1784 days 4824.8
TCGA-85-8353-01A 72 years, male, white, stage:Stage IIIA, dead, 94 days 4782.5
TCGA-85-A4QR-01A 67 years, male, white, stage:Stage IB, alive, 600 days 4771.9
TCGA-22-5483-01A 74 years, male, white, stage:Stage IIA, dead, 573 days 4767.5
TCGA-98-A53H-01A 76 years, female, white, stage:Stage IA, alive, 618 days 4750.7
TCGA-66-2727-01A 55 years, female, stage:Stage IB, dead, 516 days 4748.5
TCGA-43-A475-01A 67 years, female, white, stage:Stage IIB, alive, 296 days 4747.3
TCGA-66-2792-01A 58 years, male, stage:Stage IIB, alive, 913 days 4745.5
TCGA-85-6561-01A 66 years, male, white, stage:Stage IB, alive, 1224 days 4737.3
TCGA-90-7769-01A 55 years, male, white, stage:Stage IIB, alive, 358 days 4725.6
TCGA-85-8666-01A 65 years, male, white, stage:Stage IB, dead, 687 days 4723.1
TCGA-56-7579-01A 61 years, male, white, stage:Stage IIIA, dead, 951 days 4705.7
TCGA-NK-A7XE-01A 66 years, male, black or african american, stage:Stage IIIB, alive, 13 days 4690.7
TCGA-56-7731-01A 66 years, female, white, stage:Stage IB, dead, 3 days 4690.3
TCGA-22-4609-01A 81 years, male, white, stage:Stage IA, dead, 291 days 4659.5
TCGA-21-1070-01A 60 years, female, black or african american, stage:Stage IIIA, alive, 3636 days 4645.7
TCGA-66-2759-01A 66 years, male, stage:Stage IIIA, alive, 762 days 4642.4
TCGA-56-8308-01A 79 years, male, white, stage:Stage IIB, alive, 517 days 4639.7
TCGA-63-A5MV-01A 69 years, male, stage:Stage IIA, alive, 1100 days 4637.2
TCGA-63-A5MT-01A 74 years, male, stage:Stage IIB, alive, 498 days 4636.9
TCGA-85-8048-01A 62 years, male, white, stage:Stage IA, alive, 765 days 4633.6
TCGA-85-A4CN-01A 56 years, female, white, stage:Stage IIB, alive, 1038 days 4607.9
TCGA-18-3407-01A 72 years, male, asian, stage:Stage IB, dead, 136 days 4605.8
TCGA-39-5031-01A 76 years, female, stage:Stage IA, dead, 1841 days 4601.7
TCGA-34-5232-01A 75 years, female, black or african american, stage:Stage IIA, alive, 2471 days 4598.7
TCGA-98-8023-01A 70 years, male, white, stage:Stage IIIA, alive, 649 days 4575.6
TCGA-22-4613-01A 73 years, female, white, stage:Stage IA, dead, 358 days 4556.1
TCGA-J1-A4AH-01A 70 years, male, white, stage:Stage IIA, alive, 581 days 4553.8
TCGA-77-A5GH-01A 81 years, male, stage:Stage IB, alive, 1182 days 4549.4
TCGA-56-A4BX-01A 70 years, male, white, stage:Stage IIA, alive, 405 days 4543.7
TCGA-85-8049-01A 57 years, male, white, stage:Stage IB, alive, 579 days 4543.3
TCGA-60-2706-01A 58 years, male, white, stage:Stage IA, alive, 2820 days 4540.1
TCGA-66-2777-01A 71 years, male, stage:Stage IB, alive, 61 days 4539.8
TCGA-77-8007-01A 68 years, male, stage:Stage IIB, dead, 198 days 4536.5
TCGA-85-A511-01A 62 years, male, white, stage:Stage IIB, dead, 455 days 4534.1
TCGA-66-2773-01A 69 years, male, stage:Stage IB, dead, 92 days 4532.2
TCGA-77-7335-01A 62 years, female, white, stage:Stage IIIB, dead, 2133 days 4528.7
TCGA-77-8139-01A 72 years, male, stage:Stage IIB, alive, 3166 days 4528.3
TCGA-77-8144-01A 70 years, male, stage:Stage IB, alive, 833 days 4517.4
TCGA-L3-A4E7-01A 71 years, male, white, stage:Stage IB, alive, 392 days 4516.6
TCGA-77-8131-01A 72 years, male, stage:Stage IB, dead, 383 days 4503.6
TCGA-85-8580-01A 52 years, female, white, stage:Stage IB, alive, 1113 days 4501.4
TCGA-98-A53C-01A 77 years, female, white, stage:Stage IA, alive, 822 days 4501.3
TCGA-56-8201-01A 74 years, male, white, stage:Stage IIB, dead, 397 days 4499.6
TCGA-94-8035-01A 64 years, male, white, stage:Stage IIB, alive, 122 days 4480.7
TCGA-92-8064-01A 58 years, male, white, stage:'--, alive, 160 days 4480.5
TCGA-43-6771-01A 85 years, male, white, stage:Stage IB, dead, 166 days 4474.1
TCGA-77-6843-01A 74 years, male, white, stage:Stage IIA, dead, 2224 days 4472.7
TCGA-98-7454-01A 73 years, male, white, stage:Stage IB, alive, 652 days 4465.3
TCGA-22-5485-01A 58 years, female, white, stage:Stage IA, dead, 916 days 4455.6
TCGA-22-4591-01A 80 years, male, white, stage:Stage IIIA, dead, 623 days 4448.9
TCGA-NC-A5HI-01A 68 years, female, white, stage:Stage IB, alive, 1743 days 4426.2
TCGA-77-6842-01A 79 years, male, white, stage:Stage IIB, dead, 899 days 4422.8
TCGA-56-6545-01A 77 years, female, white, stage:Stage IB, alive, 666 days 4421.6
TCGA-85-8287-01A 72 years, male, white, stage:Stage IA, dead, 23 days 4413.8
TCGA-96-A4JK-01A 65 years, male, white, stage:Stage IIA, alive, 589 days 4409.6
TCGA-66-2765-01A 64 years, male, stage:Stage IB, alive, 61 days 4347.2
TCGA-34-2608-01A 84 years, male, white, stage:Stage IB, dead, 1000 days 4346.8
TCGA-63-7021-01A male, stage:Stage IA, alive, 2142 days 4319.4
TCGA-63-A5MR-01A 70 years, female, stage:Stage IB, alive, 2716 days 4318.5
TCGA-NC-A5HL-01A 73 years, male, white, stage:Stage IIA, dead, 88 days 4302.2
TCGA-60-2712-01A 79 years, female, white, stage:Stage IIB, dead, 274 days 4272.9
TCGA-66-2734-01A 62 years, female, stage:Stage IB, alive, 1311 days 4272.8
TCGA-LA-A446-01A 68 years, male, white, stage:Stage IA, alive, 401 days 4254.6
TCGA-98-A53J-01A 77 years, male, white, stage:Stage IB, alive, 630 days 4252.4
TCGA-22-4605-01A 78 years, female, stage:Stage IB, dead, 974 days 4249.4
TCGA-22-5477-01A 65 years, male, white, stage:Stage IA, dead, 1346 days 4235.2
TCGA-O2-A52V-01A 75 years, female, black or african american, stage:Stage II, dead, 1335 days 4220.5
TCGA-94-A5I6-01A 62 years, male, white, stage:Stage IIB, alive, 538 days 4190.5
TCGA-85-6560-01A 59 years, male, white, stage:Stage IIA, alive, 1259 days 4185.9
TCGA-60-2704-01A 73 years, male, white, stage:Stage IIB, dead, 1154 days 4178.4
TCGA-18-4086-01A 64 years, male, stage:Stage IB, dead, 85 days 4164.1
TCGA-77-7337-01A 65 years, male, white, stage:Stage IIB, dead, 3253 days 4160.4
TCGA-63-7020-01A male, stage:Stage IA, alive, 2133 days 4157.3
TCGA-22-A5C4-01A 70 years, male, white, stage:Stage IIA, alive, 671 days 4153.6
TCGA-60-2725-01A 74 years, male, white, stage:Stage IB, alive, 816 days 4146.3
TCGA-85-7844-01A 71 years, male, white, stage:Stage IB, alive, 911 days 4142.1
TCGA-43-8118-01A 55 years, female, white, stage:Stage IA, dead, 89 days 4135.3
TCGA-XC-AA0X-01A 77 years, female, black or african american, stage:Stage IA, dead, 6 days 4127.1
TCGA-33-AASD-01A 83 years, male, black or african american, stage:Stage IA, dead, 2249 days 4122.9
TCGA-56-8622-01A 68 years, male, white, stage:Stage IB, alive, 55 days 4113.1
TCGA-96-8169-01A 67 years, female, white, stage:Stage IA, alive, 557 days 4101.2
TCGA-33-6738-01A 80 years, male, white, stage:Stage IIIA, alive, 1927 days 4099.3
TCGA-21-1076-01A 54 years, female, white, stage:Stage IB, alive, 1852 days 4097.2
TCGA-66-2757-01A 65 years, female, stage:Stage IA, dead, 1338 days 4090.1
TCGA-56-8504-01A 74 years, male, white, stage:Stage IB, alive, 510 days 4087.2
TCGA-39-5028-01A 75 years, male, white, stage:Stage IIIA, dead, 52 days 4074.3
TCGA-43-2581-01A 47 years, female, white, stage:Stage IIIA, alive, 1176 days 4058.4
TCGA-58-A46J-01A 64 years, male, white, stage:Stage IIB, alive, 2589 days 4042.0
TCGA-85-8288-01A 70 years, male, white, stage:Stage IIA, dead, 402 days 4037.0
TCGA-43-5670-01A 70 years, male, white, stage:Stage IIA, alive, 849 days 4030.5
TCGA-56-A4ZJ-01A 75 years, female, white, stage:Stage IA, alive, 640 days 4029.9
TCGA-77-6844-01A 74 years, male, white, stage:Stage IIIA, dead, 2284 days 3989.5
TCGA-85-7950-01A 46 years, male, white, stage:Stage IB, alive, 576 days 3986.8
TCGA-85-6175-01A 63 years, female, white, stage:Stage IIB, dead, 294 days 3961.0
TCGA-77-8130-01A 69 years, male, stage:Stage IIB, alive, 4765 days 3905.1
TCGA-98-A539-01A 63 years, male, white, stage:Stage IIB, alive, 173 days 3900.3
TCGA-NK-A5CR-01A 77 years, male, stage:Stage IB, alive, 2542 days 3896.1
TCGA-NC-A5HM-01A 76 years, male, white, stage:Stage IB, alive, 1212 days 3887.6
TCGA-39-5022-01A 76 years, male, white, stage:Stage IB, dead, 1679 days 3885.5
TCGA-56-A4ZK-01A 76 years, female, white, stage:Stage IB, alive, 570 days 3875.4
TCGA-77-8138-01A 74 years, male, stage:Stage IB, dead, 539 days 3869.5
TCGA-46-6025-01A 71 years, male, white, stage:Stage IIB, alive, 324 days 3869.0
TCGA-77-8008-01A 68 years, male, stage:Stage IB, dead, 2639 days 3856.6
TCGA-77-8140-01A 66 years, female, stage:Stage IIB, dead, 351 days 3835.1
TCGA-60-2707-01A 70 years, male, stage:Stage IB, dead, 667 days 3804.4
TCGA-85-8350-01A 61 years, male, white, stage:Stage IA, alive, 683 days 3800.7
TCGA-66-2790-01A 72 years, male, stage:Stage IIB, alive, 699 days 3782.3
TCGA-58-8386-01A 75 years, male, stage:Stage IV, dead, 1 days 3779.4
TCGA-77-8143-01A 76 years, male, stage:Stage IIIA, dead, 803 days 3772.0
TCGA-22-5492-01A 73 years, female, stage:Stage IIIA, dead, 506 days 3757.7
TCGA-77-8156-01A 60 years, male, stage:Stage IB, alive, 1106 days 3727.8
TCGA-56-8629-01A 63 years, male, white, stage:Stage IIA, alive, 481 days 3690.3
TCGA-34-A5IX-01A 80 years, male, white, stage:Stage IIB, alive, 1031 days 3686.1
TCGA-85-8276-01A 62 years, male, white, stage:Stage IIA, alive, 1050 days 3678.8
TCGA-77-A5G1-01A 75 years, male, stage:Stage IIIA, alive, 4026 days 3664.2
TCGA-66-2768-01A 57 years, male, stage:Stage IIB, alive, 61 days 3660.2
TCGA-98-A53A-01A 70 years, male, black or african american, stage:Stage IB, dead, 552 days 3660.0
TCGA-22-4595-01A 57 years, male, white, stage:Stage IIIA, dead, 734 days 3642.4
TCGA-98-A53B-01A 69 years, male, white, stage:Stage IB, dead, 61 days 3626.3
TCGA-56-8626-01A 59 years, male, white, stage:Stage IA, dead, 302 days 3599.4
TCGA-39-5029-01A 67 years, male, white, stage:Stage IIIA, dead, 740 days 3589.1
TCGA-60-2719-01A 83 years, female, white, stage:Stage IB, alive, 1297 days 3583.2
TCGA-22-1000-01A 76 years, male, white, stage:Stage IB, dead, 454 days 3565.3
TCGA-56-1622-01A 58 years, male, white, stage:Stage IB, dead, 881 days 3555.5
TCGA-60-2713-01A 64 years, male, white, stage:Stage IB, alive, 1731 days 3550.1
TCGA-60-2714-01A 66 years, female, white, stage:Stage IIB, alive, 1531 days 3549.0
TCGA-77-8145-01A 73 years, male, stage:Stage IIIB, dead, 212 days 3542.6
TCGA-77-8136-01A 74 years, female, stage:Stage IIB, dead, 1189 days 3539.0
TCGA-58-8391-01A 57 years, female, white, stage:Stage IIIA, alive, 2167 days 3523.1
TCGA-33-A5GW-01A 67 years, male, white, stage:Stage IIA, dead, 9 days 3520.7
TCGA-63-A5MS-01A 78 years, male, stage:Stage IB, alive, 2381 days 3509.4
TCGA-56-A5DS-01A 72 years, female, white, stage:Stage IB, alive, 8 days 3498.3
TCGA-NK-A5CT-01A 70 years, male, white, stage:Stage IA, alive, 1997 days 3460.1
TCGA-39-5024-01A 65 years, female, white, stage:Stage IIIA, alive, 2510 days 3428.5
TCGA-37-4129-01A 52 years, female, white, stage:Stage IA, alive, 242 days 3402.3
TCGA-56-8304-01A 73 years, female, white, stage:Stage IA, alive, 106 days 3401.6
TCGA-43-5668-01A 78 years, male, white, stage:Stage IIA, dead, 559 days 3385.9
TCGA-56-8628-01A 78 years, male, white, stage:Stage IA, alive, 616 days 3381.9
TCGA-85-A50Z-01A 57 years, male, white, stage:Stage IIA, alive, 493 days 3372.6
TCGA-43-8115-01A 72 years, female, white, stage:Stage IIA, alive, 407 days 3372.0
TCGA-56-8503-01A 76 years, female, white, stage:Stage IIB, alive, 41 days 3361.5
TCGA-66-2788-01A 56 years, male, stage:Stage IB, alive, 699 days 3346.8
TCGA-58-8392-01A 70 years, male, white, stage:Stage IB, dead, 501 days 3343.2
TCGA-98-A538-01A 67 years, male, white, stage:Stage IIB, alive, 826 days 3323.4
TCGA-85-A513-01A 60 years, female, asian, stage:Stage IA, alive, 910 days 3279.0
TCGA-98-8020-01A 56 years, female, black or african american, stage:Stage IIIA, dead, 84 days 3262.7
TCGA-22-5478-01A 79 years, male, stage:Stage IB, dead, 24 days 3250.1
TCGA-56-A4BY-01A 66 years, male, white, stage:Stage IB, dead, 543 days 3247.9
TCGA-60-2724-01A 47 years, male, white, stage:Stage IIIA, alive, 717 days 3241.6
TCGA-85-A50M-01A 47 years, male, asian, stage:Stage IIA, dead, 826 days 3213.1
TCGA-90-6837-01A 64 years, male, white, stage:Stage IIB, alive, 758 days 3202.1
TCGA-56-8082-01A 80 years, female, white, stage:Stage IIA, alive, 455 days 3195.0
TCGA-56-8625-01A 66 years, female, white, stage:Stage IIIA, dead, 315 days 3184.7
TCGA-21-1082-01A 61 years, male, white, stage:Stage IB, alive, 3644 days 3180.3
TCGA-18-3419-01A 73 years, male, stage:Stage IIB, alive, 2811 days 3158.1
TCGA-43-2576-01A 62 years, female, white, stage:Stage IIIA, alive, 1223 days 3150.5
TCGA-90-7766-01A 66 years, female, white, stage:Stage IA, alive, 289 days 3146.2
TCGA-98-8021-01A 75 years, female, white, stage:Stage IA, alive, 937 days 3135.8
TCGA-96-8170-01A 75 years, female, white, stage:Stage IIA, alive, 531 days 3112.0
TCGA-85-8582-01A 49 years, male, white, stage:Stage IA, alive, 1160 days 3106.0
TCGA-63-A5MN-01A 78 years, female, stage:Stage IIB, dead, 345 days 3103.5
TCGA-56-A49D-01A 67 years, male, white, stage:Stage IIIA, alive, 637 days 3097.3
TCGA-68-A59I-01A 73 years, female, black or african american, stage:Stage IIIA, alive, 492 days 3086.5
TCGA-56-8309-01A 66 years, male, white, stage:Stage IA, alive, 428 days 3063.1
TCGA-22-1011-01A 73 years, male, white, stage:Stage IB, dead, 53 days 3015.6
TCGA-43-A56U-01A 76 years, female, white, stage:Stage IA, alive, 432 days 3006.0
TCGA-70-6722-01A 47 years, male, asian, stage:Stage IIIA, alive, 367 days 2951.8
TCGA-85-A4JB-01A 74 years, male, white, stage:Stage IIB, alive, 942 days 2923.9
TCGA-39-5034-01A 73 years, female, white, stage:Stage IIB, dead, 1107 days 2904.7
TCGA-21-1079-01A 71 years, male, white, stage:Stage IIIA, dead, 965 days 2903.2
TCGA-60-2710-01A 67 years, female, white, stage:Stage IIA, alive, 2024 days 2892.9
TCGA-94-A4VJ-01A 71 years, female, white, stage:Stage IA, alive, 430 days 2867.6
TCGA-56-A4BW-01A 55 years, male, white, stage:Stage IIA, alive, 585 days 2863.4
TCGA-21-5783-01A 76 years, male, white, stage:Stage IB, dead, 2680 days 2824.3
TCGA-43-2578-01A 59 years, female, white, stage:Stage IA, dead, 684 days 2807.2
TCGA-21-5782-01A 68 years, female, white, stage:Stage IB, dead, 962 days 2799.3
TCGA-63-7022-01A female, stage:Stage IA, alive, 2073 days 2795.4
TCGA-43-6773-01A 76 years, male, white, stage:Stage IIB, dead, 116 days 2783.4
TCGA-77-8153-01A 77 years, female, stage:Stage IB, alive, 1992 days 2759.3
TCGA-21-1081-01A 69 years, male, white, stage:Stage IIB, dead, 284 days 2606.1
TCGA-O2-A52W-01A 63 years, male, black or african american, stage:Stage I, dead, 261 days 2524.1
TCGA-22-1005-01A 63 years, male, white, stage:Stage IA, dead, 1953 days 2489.0
TCGA-56-5897-01A 74 years, male, white, stage:Stage IA, alive, 378 days 2488.9
TCGA-34-8454-01A 62 years, female, white, stage:Stage IIIA, alive, 1180 days 2481.7
TCGA-85-8481-01A 70 years, male, white, stage:Stage IIB, dead, 236 days 2463.6
TCGA-56-A62T-01A 78 years, male, black or african american, stage:Stage IIA, alive, 440 days 2371.5
TCGA-63-A5MG-01A 68 years, male, stage:Stage IB, alive, 2148 days 2267.9
TCGA-43-6647-01A 69 years, female, white, stage:Stage IIB, alive, 757 days 2242.3
TCGA-39-5030-01A 81 years, female, asian, stage:Stage IIIA, dead, 59 days 2208.9
TCGA-56-7822-01A 75 years, male, black or african american, stage:Stage IIB, dead, 532 days 2032.3
TCGA-94-7033-01A 73 years, male, white, stage:Stage IB, alive, 640 days 1939.4
Show allShow less
LUNG SQUAMOUS CELL CARCINOMA (VALIDATION) - Interactive survival scatter ploti

The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.

The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".

Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.

Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

& Survival analysisi

Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.

RPS27 is not prognostic in Lung Squamous Cell Carcinoma (validation)


Stage:

Survival analysis
Current cut offi

Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.

:
Best expression cut offi

Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .

When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.

: 7198.95
Median expressioni

Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.

: N/A
Median follow up timei

Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.

: N/A
P scorei

Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.

N/A
5-year survival highi

5-year survival for patients with higher expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
5-year survival lowi

5-year survival for patients with lower expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
TCGA RNA samplesi

RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .

Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.

Average pTPM 6686.6
Number of samples 68
Samples
Sample Description pTPM
L468 53 years, male, stage:Stage IB, alive, 3004 days 21364.5
L608 73 years, male, stage:Stage IA, alive, 2350 days 14878.6
L857 69 years, male, stage:Stage IB, dead, 226 days 11972.2
L744 75 years, male, stage:Stage IA, alive, 1614 days 11287.7
L592 61 years, male, stage:Stage IB, alive, 2368 days 10730.7
L854 62 years, female, stage:Stage IB, alive, 2256 days 10295.6
L447 67 years, male, stage:Stage IIB, alive, 3203 days 10047.1
L457 46 years, female, stage:Stage IIA, alive, 2901 days 10005.7
L464 66 years, male, stage:Stage IB, dead, 1935 days 9910.2
L539 78 years, male, stage:Stage IB, dead, 370 days 9449.6
L466 65 years, female, stage:Stage IIIA, dead, 412 days 9138.0
L739 49 years, female, stage:Stage IIIA, dead, 352 days 9024.6
L490 58 years, male, stage:Stage IA, dead, 716 days 8834.7
L852 64 years, male, stage:Stage IB, dead, 700 days 8430.4
L650 69 years, female, stage:Stage IB, dead, 986 days 8063.6
L452 62 years, male, stage:Stage IIIA, dead, 3115 days 7743.9
L881 70 years, male, stage:Stage IB, alive, 1752 days 7699.8
L444 74 years, female, stage:Stage IIB, alive, 3337 days 7600.7
L633 77 years, female, stage:Stage IA, alive, 2102 days 7250.2
L488 61 years, female, stage:Stage IIA, alive, 2993 days 7211.8
L820 73 years, female, stage:Stage IA, alive, 2405 days 7199.0
L604 67 years, male, stage:Stage IIA, dead, 286 days 7063.5
L818 67 years, male, stage:Stage IB, alive, 2480 days 7038.3
L736 67 years, male, stage:Stage IA, dead, 1195 days 6970.1
L496 77 years, male, stage:Stage IB, alive, 2761 days 6778.4
L483 65 years, male, stage:Stage IB, dead, 77 days 6640.5
L456 48 years, male, stage:Stage IIA, dead, 1660 days 6539.3
L655 62 years, male, stage:Stage IIA, dead, 1603 days 6511.2
L642 67 years, male, stage:Stage IB, dead, 1167 days 6327.0
L563 61 years, female, stage:Stage IIB, dead, 1216 days 6322.4
L534 66 years, male, stage:Stage IIA, alive, 2693 days 6256.0
L406 64 years, male, stage:Stage IA, alive, 3057 days 6210.3
L661 66 years, male, stage:Stage IA, dead, 1123 days 6148.4
L470 78 years, female, stage:Stage IB, dead, 1774 days 6109.0
L559 72 years, male, stage:Stage IIB, alive, 2615 days 6100.8
L459 75 years, male, stage:Stage IIA, alive, 3181 days 6052.0
L824 70 years, male, stage:Stage IA, dead, 665 days 6022.1
L753 61 years, male, stage:Stage IIA, alive, 1705 days 5927.7
L442 75 years, female, stage:Stage IB, dead, 2433 days 5684.9
L886 71 years, male, stage:Stage IB, dead, 1932 days 5645.1
L767 67 years, male, stage:Stage IA, alive, 1718 days 5629.2
L586 67 years, male, stage:Stage IIA, dead, 784 days 5624.8
L472 71 years, male, stage:Stage IB, dead, 423 days 5613.2
L860 77 years, male, stage:Stage IA, alive, 2056 days 5601.7
L856 69 years, male, stage:Stage IA, dead, 1465 days 5576.3
L568 77 years, female, stage:Stage IIB, dead, 71 days 5574.7
L652 82 years, male, stage:Stage IA, dead, 5 days 5155.1
L658 65 years, female, stage:Stage IIB, alive, 2083 days 5009.3
L644 67 years, male, stage:Stage IA, dead, 282 days 4873.5
L788 54 years, female, stage:Stage IA, alive, 3385 days 4840.7
L758 84 years, male, stage:Stage IA, dead, 1562 days 4779.2
L712 61 years, male, stage:Stage IA, alive, 1698 days 4730.9
L817 76 years, female, stage:Stage IIIA, dead, 1279 days 4609.9
L529 79 years, female, stage:Stage IA, alive, 2775 days 4589.0
L755 82 years, male, stage:Stage IIA, dead, 227 days 4565.9
L723 67 years, male, stage:Stage IIA, dead, 433 days 4547.8
L715 69 years, female, stage:Stage IIIA, dead, 150 days 4498.9
L420 57 years, female, stage:Stage IIB, dead, 295 days 4479.5
L864 66 years, female, stage:Stage IA, alive, 2192 days 4354.9
L685 71 years, female, stage:Stage IIB, alive, 1944 days 4076.8
L858 69 years, female, stage:Stage IIB, dead, 558 days 4014.2
L572 58 years, male, stage:Stage IA, alive, 2532 days 3969.6
L884 71 years, male, stage:Stage IIA, alive, 1627 days 3607.8
L719 63 years, male, stage:Stage IB, alive, 1615 days 3428.9
L756 72 years, male, stage:Stage IB, alive, 1796 days 3388.5
L747 74 years, female, stage:Stage IA, dead, 1112 days 3301.8
L760 80 years, male, stage:Stage IIA, alive, 1895 days 3100.1
L751 59 years, female, stage:Stage IIIA, alive, 1600 days 2665.6
Show allShow less
LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples 213
Samples
Sample ID Sample type nRPX
CPT0000920017 Tumor N/A
CPT0000930003 Normal N/A
CPT0001060010 Tumor N/A
CPT0001070003 Normal N/A
CPT0001380003 Tumor N/A
CPT0001390003 Normal N/A
CPT0001580009 Tumor N/A
CPT0001590003 Normal N/A
CPT0001660013 Tumor N/A
CPT0001690003 Normal N/A
CPT0001800013 Tumor N/A
CPT0001810003 Normal N/A
CPT0001960003 Tumor N/A
CPT0001970003 Normal N/A
CPT0008410003 Tumor N/A
CPT0008420003 Normal N/A
CPT0008450003 Tumor N/A
CPT0011710004 Tumor N/A
CPT0011750003 Normal N/A
CPT0011910004 Tumor N/A
CPT0011930003 Normal N/A
CPT0013600003 Tumor N/A
CPT0013630003 Normal N/A
CPT0013880003 Tumor N/A
CPT0013910003 Normal N/A
CPT0014260003 Tumor N/A
CPT0014290003 Normal N/A
CPT0014860003 Tumor N/A
CPT0014930003 Normal N/A
CPT0015410003 Tumor N/A
CPT0015420003 Normal N/A
CPT0021450003 Tumor N/A
CPT0021490003 Normal N/A
CPT0023310003 Tumor N/A
CPT0023320003 Normal N/A
CPT0051690004 Tumor N/A
CPT0052170004 Tumor N/A
CPT0052940004 Tumor N/A
CPT0053040004 Tumor N/A
CPT0055100004 Tumor N/A
CPT0062810003 Normal N/A
CPT0063730003 Tumor N/A
CPT0063750003 Normal N/A
CPT0063810003 Tumor N/A
CPT0063840003 Normal N/A
CPT0066780003 Tumor N/A
CPT0066810003 Normal N/A
CPT0066890003 Tumor N/A
CPT0066930003 Normal N/A
CPT0067070003 Tumor N/A
CPT0067110003 Normal N/A
CPT0067250003 Tumor N/A
CPT0067290003 Normal N/A
CPT0067450003 Tumor N/A
CPT0067470004 Normal N/A
CPT0067620003 Tumor N/A
CPT0067770003 Normal N/A
CPT0067940003 Tumor N/A
CPT0067950003 Normal N/A
CPT0068100003 Tumor N/A
CPT0068130003 Normal N/A
CPT0068610003 Tumor N/A
CPT0068650003 Normal N/A
CPT0068800003 Tumor N/A
CPT0068830003 Normal N/A
CPT0069360003 Tumor N/A
CPT0069370003 Normal N/A
CPT0069520003 Tumor N/A
CPT0069550003 Normal N/A
CPT0069700003 Tumor N/A
CPT0069720003 Normal N/A
CPT0070060003 Tumor N/A
CPT0070080003 Normal N/A
CPT0079830003 Tumor N/A
CPT0079850003 Normal N/A
CPT0082740004 Tumor N/A
CPT0082770003 Normal N/A
CPT0082850004 Tumor N/A
CPT0082890003 Normal N/A
CPT0083100003 Tumor N/A
CPT0083140003 Normal N/A
CPT0083390004 Tumor N/A
CPT0083420003 Normal N/A
CPT0083780003 Tumor N/A
CPT0083810003 Normal N/A
CPT0084140003 Tumor N/A
CPT0084170003 Normal N/A
CPT0086310003 Tumor N/A
CPT0086320003 Normal N/A
CPT0086750003 Tumor N/A
CPT0086770003 Normal N/A
CPT0089340003 Tumor N/A
CPT0089360003 Normal N/A
CPT0090170004 Tumor N/A
CPT0090200003 Normal N/A
CPT0090340003 Tumor N/A
CPT0090370003 Normal N/A
CPT0090570004 Tumor N/A
CPT0090600003 Normal N/A
CPT0090700003 Tumor N/A
CPT0090720003 Normal N/A
CPT0090860003 Tumor N/A
CPT0090900004 Normal N/A
CPT0091240003 Tumor N/A
CPT0091260003 Normal N/A
CPT0091860003 Tumor N/A
CPT0091870003 Normal N/A
CPT0092240003 Tumor N/A
CPT0092250003 Normal N/A
CPT0092530003 Tumor N/A
CPT0092930003 Tumor N/A
CPT0092940003 Normal N/A
CPT0097580003 Tumor N/A
CPT0097600003 Normal N/A
CPT0098130003 Tumor N/A
CPT0102450003 Tumor N/A
CPT0102480003 Normal N/A
CPT0104630003 Tumor N/A
CPT0104650003 Normal N/A
CPT0104750003 Tumor N/A
CPT0104760003 Normal N/A
CPT0104970003 Tumor N/A
CPT0105010004 Normal N/A
CPT0105060003 Tumor N/A
CPT0105190003 Normal N/A
CPT0105230003 Tumor N/A
CPT0105250003 Normal N/A
CPT0105270003 Tumor N/A
CPT0105330003 Tumor N/A
CPT0105370004 Normal N/A
CPT0105510003 Tumor N/A
CPT0105550003 Normal N/A
CPT0105600003 Tumor N/A
CPT0105610003 Normal N/A
CPT0105630003 Tumor N/A
CPT0105680003 Normal N/A
CPT0105710003 Tumor N/A
CPT0105740003 Normal N/A
CPT0105940003 Tumor N/A
CPT0105980003 Normal N/A
CPT0106100003 Normal N/A
CPT0106110003 Tumor N/A
CPT0109680004 Tumor N/A
CPT0109700003 Normal N/A
CPT0109710003 Normal N/A
CPT0109720004 Tumor N/A
CPT0109740004 Tumor N/A
CPT0109760003 Normal N/A
CPT0109830004 Tumor N/A
CPT0109850003 Normal N/A
CPT0110860004 Tumor N/A
CPT0110890003 Normal N/A
CPT0110980004 Tumor N/A
CPT0111300003 Tumor N/A
CPT0111480003 Normal N/A
CPT0111590003 Normal N/A
CPT0112060003 Tumor N/A
CPT0112080003 Normal N/A
CPT0113210003 Tumor N/A
CPT0113220003 Normal N/A
CPT0113990003 Tumor N/A
CPT0114010003 Normal N/A
CPT0114660004 Tumor N/A
CPT0114690003 Normal N/A
CPT0114840003 Tumor N/A
CPT0114880003 Normal N/A
CPT0115070003 Tumor N/A
CPT0115090003 Normal N/A
CPT0117970003 Tumor N/A
CPT0118010003 Normal N/A
CPT0118160003 Tumor N/A
CPT0118180003 Normal N/A
CPT0118200003 Tumor N/A
CPT0118240003 Normal N/A
CPT0118340003 Tumor N/A
CPT0118360003 Normal N/A
CPT0118570003 Tumor N/A
CPT0118600003 Normal N/A
CPT0118620003 Tumor N/A
CPT0118650003 Normal N/A
CPT0118810003 Tumor N/A
CPT0118830003 Normal N/A
CPT0118880003 Tumor N/A
CPT0118890003 Normal N/A
CPT0125810003 Tumor N/A
CPT0125830003 Normal N/A
CPT0146580004 Tumor N/A
CPT0146600003 Normal N/A
CPT0146680004 Tumor N/A
CPT0146700003 Normal N/A
CPT0146780004 Tumor N/A
CPT0146800003 Normal N/A
CPT0146880004 Tumor N/A
CPT0146980004 Tumor N/A
CPT0147000003 Normal N/A
CPT0147080004 Tumor N/A
CPT0147100003 Normal N/A
CPT0147380004 Tumor N/A
CPT0147400003 Normal N/A
CPT0147480004 Tumor N/A
CPT0147500003 Normal N/A
CPT0147580004 Tumor N/A
CPT0147600003 Normal N/A
CPT0147880004 Tumor N/A
CPT0147900003 Normal N/A
CPT0147980004 Tumor N/A
CPT0148000003 Normal N/A
CPT0148080004 Tumor N/A
CPT0148100003 Normal N/A
CPT0148180004 Tumor N/A
CPT0148200003 Normal N/A
CPT0148280004 Tumor N/A
CPT0148300003 Normal N/A
Show allShow less
LUNG SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples 212
Samples
Sample ID Sample type nRPX
CPT0209510003 Normal N/A
CPT0001030003 Normal N/A
CPT0123370003 Normal N/A
CPT0175560003 Tumor N/A
CPT0218280003 Tumor N/A
CPT0126470003 Normal N/A
CPT0112660003 Normal N/A
CPT0237550004 Tumor N/A
CPT0245790003 Normal N/A
CPT0007740003 Tumor N/A
CPT0102840003 Normal N/A
CPT0233640003 Normal N/A
CPT0238130003 Normal N/A
CPT0221650003 Tumor N/A
CPT0083980003 Tumor N/A
CPT0130410003 Tumor N/A
CPT0112580003 Tumor N/A
CPT0241170003 Tumor N/A
CPT0086260003 Tumor N/A
CPT0064050003 Normal N/A
CPT0233330003 Normal N/A
CPT0079110003 Normal N/A
CPT0126400003 Normal N/A
CPT0104930003 Tumor N/A
CPT0105430003 Normal N/A
CPT0237200004 Tumor N/A
CPT0146400003 Normal N/A
CPT0063440003 Normal N/A
CPT0108560003 Tumor N/A
CPT0221220003 Normal N/A
CPT0079060003 Normal N/A
CPT0126830003 Normal N/A
CPT0208770003 Tumor N/A
CPT0232670003 Tumor N/A
CPT0222730003 Tumor N/A
CPT0209040003 Normal N/A
CPT0234930004 Tumor N/A
CPT0090440003 Tumor N/A
CPT0104380003 Normal N/A
CPT0202740003 Normal N/A
CPT0204600003 Tumor N/A
CPT0237080003 Normal N/A
CPT0183250004 Tumor N/A
CPT0175410003 Normal N/A
CPT0098770003 Tumor N/A
CPT0196810003 Tumor N/A
CPT0112540003 Tumor N/A
CPT0023470003 Tumor N/A
CPT0202530004 Tumor N/A
CPT0117770003 Normal N/A
CPT0245840003 Normal N/A
CPT0233600003 Tumor N/A
CPT0192540004 Tumor N/A
CPT0126740003 Tumor N/A
CPT0223820003 Normal N/A
CPT0197150003 Tumor N/A
CPT0227020003 Tumor N/A
CPT0197090003 Tumor N/A
CPT0197170003 Normal N/A
CPT0130440004 Normal N/A
CPT0146380004 Tumor N/A
CPT0245780003 Tumor N/A
CPT0091610003 Tumor N/A
CPT0175390003 Tumor N/A
CPT0010050003 Tumor N/A
CPT0136640003 Tumor N/A
CPT0111150004 Tumor N/A
CPT0234560003 Tumor N/A
CPT0204820003 Normal N/A
CPT0197860003 Normal N/A
CPT0098800003 Normal N/A
CPT0237990003 Normal N/A
CPT0068280003 Tumor N/A
CPT0108600003 Normal N/A
CPT0175160003 Normal N/A
CPT0091090003 Normal N/A
CPT0186180003 Tumor N/A
CPT0208780003 Normal N/A
CPT0105420003 Tumor N/A
CPT0079100003 Tumor N/A
CPT0225470003 Normal N/A
CPT0101130003 Tumor N/A
CPT0186210003 Normal N/A
CPT0079050003 Tumor N/A
CPT0233160003 Normal N/A
CPT0063430003 Tumor N/A
CPT0086270003 Normal N/A
CPT0089880003 Tumor N/A
CPT0219360003 Tumor N/A
CPT0202580004 Normal N/A
CPT0204660003 Normal N/A
CPT0146480004 Tumor N/A
CPT0237780003 Normal N/A
CPT0223790003 Tumor N/A
CPT0128890003 Tumor N/A
CPT0197380003 Normal N/A
CPT0069900003 Normal N/A
CPT0091820003 Tumor N/A
CPT0197480003 Tumor N/A
CPT0222740003 Normal N/A
CPT0126670003 Tumor N/A
CPT0146500003 Normal N/A
CPT0202220004 Normal N/A
CPT0175270003 Normal N/A
CPT0233120003 Tumor N/A
CPT0217420003 Tumor N/A
CPT0063480003 Tumor N/A
CPT0196820003 Normal N/A
CPT0091050003 Tumor N/A
CPT0126390003 Tumor N/A
CPT0186140003 Normal N/A
CPT0115860003 Normal N/A
CPT0007760003 Normal N/A
CPT0175120003 Tumor N/A
CPT0237410004 Tumor N/A
CPT0010060003 Normal N/A
CPT0232690003 Normal N/A
CPT0147180004 Tumor N/A
CPT0130270003 Tumor N/A
CPT0191750003 Normal N/A
CPT0238110004 Tumor N/A
CPT0183270003 Normal N/A
CPT0087210003 Normal N/A
CPT0237570003 Normal N/A
CPT0126450003 Tumor N/A
CPT0023500003 Normal N/A
CPT0104950003 Normal N/A
CPT0126810003 Tumor N/A
CPT0221200003 Tumor N/A
CPT0063500003 Normal N/A
CPT0197520003 Normal N/A
CPT0245890003 Normal N/A
CPT0128900003 Normal N/A
CPT0227400003 Tumor N/A
CPT0130070003 Normal N/A
CPT0209020004 Tumor N/A
CPT0069890003 Tumor N/A
CPT0191710003 Tumor N/A
CPT0117720003 Tumor N/A
CPT0126530003 Tumor N/A
CPT0190550003 Tumor N/A
CPT0123350003 Tumor N/A
CPT0091620003 Normal N/A
CPT0195510003 Tumor N/A
CPT0126760003 Normal N/A
CPT0197210003 Tumor N/A
CPT0130310003 Normal N/A
CPT0175260003 Tumor N/A
CPT0112600003 Normal N/A
CPT0218310003 Normal N/A
CPT0202040003 Normal N/A
CPT0234820003 Normal N/A
CPT0130030003 Tumor N/A
CPT0186130003 Tumor N/A
CPT0225380003 Tumor N/A
CPT0111000004 Normal N/A
CPT0202400004 Normal N/A
CPT0191860003 Tumor N/A
CPT0234950004 Normal N/A
CPT0001020003 Tumor N/A
CPT0237060004 Tumor N/A
CPT0202720003 Tumor N/A
CPT0209490003 Tumor N/A
CPT0104360003 Tumor N/A
CPT0187370003 Tumor N/A
CPT0112730003 Normal N/A
CPT0112650003 Tumor N/A
CPT0115830003 Tumor N/A
CPT0202350004 Tumor N/A
CPT0204990003 Tumor N/A
CPT0237210003 Normal N/A
CPT0204800003 Tumor N/A
CPT0202170003 Tumor N/A
CPT0205000003 Normal N/A
CPT0245880003 Tumor N/A
CPT0207210003 Tumor N/A
CPT0236420003 Tumor N/A
CPT0233320003 Tumor N/A
CPT0064040003 Tumor N/A
CPT0197100003 Normal N/A
CPT0207250003 Normal N/A
CPT0234580003 Normal N/A
CPT0227070003 Normal N/A
CPT0241210003 Normal N/A
CPT0087190003 Tumor N/A
CPT0147200003 Normal N/A
CPT0083990003 Normal N/A
CPT0192590004 Normal N/A
CPT0221660003 Normal N/A
CPT0237760003 Tumor N/A
CPT0202020008 Tumor N/A
CPT0237430003 Normal N/A
CPT0219390003 Normal N/A
CPT0068320003 Normal N/A
CPT0195520003 Normal N/A
CPT0187380003 Normal N/A
CPT0227420003 Normal N/A
CPT0102790003 Tumor N/A
CPT0197740003 Tumor N/A
CPT0237690004 Tumor N/A
CPT0245830003 Tumor N/A
CPT0147700003 Normal N/A
CPT0236430003 Normal N/A
CPT0191930003 Normal N/A
CPT0147680004 Tumor N/A
CPT0217490003 Normal N/A
CPT0112550003 Normal N/A
CPT0136660003 Normal N/A
CPT0237710003 Normal N/A
CPT0112720003 Tumor N/A
CPT0234790003 Tumor N/A
CPT0237970004 Tumor N/A
Show allShow less
LUNG CANCER - Protein expressioni

A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.

Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Pending cancer tissue analysis

Contact

  • NEWS ARTICLES
  • PRESS ROOM

The Project

  • INTRODUCTION
  • ORGANIZATION
  • PUBLICATIONS

The Human Protein Atlas

  • DOWNLOADABLE DATA
  • LICENCE & CITATION
  • HELP & FAQ
The Human Protein Atlas project is funded
by the Knut & Alice Wallenberg Foundation.


contact@proteinatlas.org