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.
MT-ND6
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

  • MT-ND6
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.

MT-ND6 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.

: 2592.45
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 4638.7
Number of samples 497
Samples
Sample Description pTPM
TCGA-62-8397-01A 70 years, female, white, stage:Stage IIB, alive, 1289 days 25641.5
TCGA-55-8514-01A 70 years, female, black or african american, stage:Stage IB, alive, 520 days 22731.3
TCGA-49-4512-01A 69 years, female, white, stage:Stage IIIA, dead, 905 days 20721.0
TCGA-78-7166-01A 84 years, male, white, stage:Stage IIB, dead, 258 days 19701.2
TCGA-55-7816-01A 49 years, female, white, stage:Stage IV, dead, 468 days 17732.8
TCGA-97-A4M1-01A 52 years, female, white, stage:Stage IA, alive, 601 days 17661.1
TCGA-75-7025-01A male, stage:Stage IB, alive, 3305 days 16951.0
TCGA-49-AARQ-01A 41 years, female, black or african american, stage:Stage I, alive, 6732 days 16767.8
TCGA-86-7955-01A 62 years, male, white, stage:Stage IB, alive, 1072 days 16409.3
TCGA-55-7724-01A 76 years, female, white, stage:Stage IB, alive, 705 days 16274.0
TCGA-69-7760-01A 73 years, male, white, stage:Stage IIB, alive, 202 days 15986.7
TCGA-97-8171-01A 81 years, male, asian, stage:Stage IV, alive, 568 days 15776.4
TCGA-55-1592-01A 65 years, male, white, stage:Stage IA, dead, 701 days 15684.0
TCGA-53-7813-01A 51 years, female, white, stage:Stage IIIB, alive, 424 days 15599.3
TCGA-44-A4SU-01A 67 years, female, white, stage:Stage IA, dead, 409 days 15498.3
TCGA-97-7937-01A 65 years, male, white, stage:Stage IB, alive, 564 days 15035.9
TCGA-55-6984-01A 71 years, female, white, stage:Stage IIB, dead, 760 days 14416.1
TCGA-55-7728-01A 64 years, female, white, stage:Stage IB, alive, 704 days 14215.9
TCGA-55-6981-01A 53 years, female, white, stage:Stage IIIA, dead, 1379 days 14121.1
TCGA-55-A4DG-01A 71 years, male, white, stage:Stage IA, alive, 608 days 14094.1
TCGA-55-8510-01A 55 years, female, white, stage:Stage IB, alive, 539 days 13826.4
TCGA-55-A4DF-01A 88 years, male, white, stage:Stage IA, dead, 440 days 12984.7
TCGA-L4-A4E6-01A 67 years, male, white, stage:Stage IA, alive, 435 days 12886.1
TCGA-55-A57B-01A 80 years, female, black or african american, stage:Stage IA, alive, 546 days 12737.2
TCGA-97-A4M2-01A 66 years, male, white, stage:Stage IA, alive, 624 days 12543.3
TCGA-55-A492-01A 70 years, female, white, stage:Stage IA, alive, 596 days 12349.9
TCGA-55-8619-01A 72 years, female, white, stage:Stage IIB, alive, 416 days 12275.4
TCGA-55-7727-01A 70 years, male, white, stage:Stage IIIA, alive, 119 days 11873.0
TCGA-MP-A4T6-01A 76 years, female, white, stage:Stage IIIA, dead, 1790 days 11840.9
TCGA-97-7546-01A 76 years, female, white, stage:Stage IA, alive, 1285 days 11823.2
TCGA-97-8552-01A 55 years, female, white, stage:Stage I, alive, 626 days 11799.6
TCGA-97-8179-01A 72 years, male, white, stage:Stage IA, alive, 435 days 11770.4
TCGA-49-6742-01A 70 years, male, white, stage:Stage IIA, dead, 488 days 11636.8
TCGA-55-8505-01A 62 years, male, white, stage:Stage IIIA, alive, 440 days 11348.4
TCGA-55-6980-01A 56 years, male, white, stage:Stage IA, alive, 2109 days 11289.2
TCGA-50-6597-01A 79 years, female, white, stage:Stage IB, dead, 1268 days 11250.3
TCGA-62-A46S-01A 73 years, male, white, stage:Stage IB, dead, 1653 days 11208.0
TCGA-NJ-A4YF-01A 50 years, female, black or african american, stage:Stage IA, alive, 2161 days 10890.6
TCGA-86-A4P8-01A 59 years, female, white, stage:Stage IIIA, alive, 805 days 10865.1
TCGA-NJ-A4YQ-01A 69 years, female, white, stage:Stage IA, alive, 1432 days 10793.7
TCGA-NJ-A55R-01A 67 years, male, white, stage:Stage IA, alive, 603 days 10779.4
TCGA-78-7540-01A 66 years, female, white, stage:Stage IB, dead, 1197 days 10594.5
TCGA-62-A46R-01A 54 years, female, white, stage:Stage IB, dead, 1725 days 10514.7
TCGA-38-A44F-01A 80 years, male, white, stage:Stage IB, alive, 133 days 10482.0
TCGA-97-7941-01A 72 years, female, white, stage:Stage IA, alive, 484 days 10371.7
TCGA-55-7815-01A 76 years, male, stage:Stage IB, alive, 773 days 10261.9
TCGA-55-8512-01A 41 years, male, white, stage:Stage IV, dead, 607 days 10213.3
TCGA-55-7281-01A 70 years, female, white, stage:Stage IA, alive, 872 days 10203.6
TCGA-55-7227-01A 77 years, male, white, stage:Stage IIIA, dead, 952 days 10107.0
TCGA-55-8206-01A 56 years, male, white, stage:Stage IA, alive, 888 days 9895.1
TCGA-44-5644-01A 51 years, female, white, stage:Stage IB, alive, 863 days 9718.5
TCGA-55-7725-01A 68 years, female, white, stage:Stage IA, alive, 442 days 9637.8
TCGA-95-7043-01A 63 years, female, white, stage:Stage IA, dead, 503 days 9537.1
TCGA-49-AAR4-01A 51 years, male, black or african american, stage:Stage IIIA, dead, 879 days 9505.9
TCGA-J2-A4AD-01A 61 years, female, white, stage:Stage IA, dead, 550 days 9483.7
TCGA-97-A4M5-01A 83 years, male, white, stage:Stage IA, alive, 634 days 9336.9
TCGA-93-A4JP-01A 64 years, male, asian, stage:Stage IV, alive, 578 days 9333.7
TCGA-49-AARR-01A 68 years, male, black or african american, stage:Stage IA, alive, 4992 days 9192.5
TCGA-MP-A4T7-01A 75 years, female, stage:Stage IV, dead, 167 days 9191.8
TCGA-44-2659-01A 65 years, female, white, stage:Stage IIB, alive, 1367 days 9160.7
TCGA-05-4433-01A 82 years, male, stage:Stage IB, alive, 730 days 9099.7
TCGA-97-A4M6-01A 45 years, female, white, stage:Stage IA, alive, 568 days 9079.7
TCGA-49-AARO-01A 39 years, female, black or african american, stage:Stage IA, alive, 3759 days 9020.0
TCGA-64-1681-01A 61 years, female, white, stage:Stage IA, dead, 1167 days 8538.2
TCGA-69-7979-01A 71 years, female, white, stage:Stage IB, alive, 408 days 8494.8
TCGA-49-4490-01A 45 years, female, white, stage:Stage IIIA, dead, 385 days 8373.4
TCGA-55-8621-01A 75 years, female, white, stage:Stage IA, alive, 515 days 8359.3
TCGA-86-A456-01A 78 years, female, asian, stage:Stage IA, alive, 896 days 8357.8
TCGA-L9-A50W-01A 75 years, male, black or african american, stage:Stage IIA, dead, 442 days 8324.5
TCGA-49-4505-01A 61 years, female, white, stage:Stage IIB, dead, 428 days 8314.7
TCGA-69-7765-01A 56 years, male, black or african american, stage:'--, alive, 165 days 8309.3
TCGA-55-7903-01A 64 years, male, white, stage:Stage IA, alive, 567 days 8155.3
TCGA-73-4668-01A 66 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days 8143.6
TCGA-55-7995-01A 73 years, female, white, stage:Stage IA, alive, 889 days 8126.6
TCGA-55-8091-01A 74 years, male, white, stage:Stage IB, alive, 600 days 8107.8
TCGA-49-AARE-01A 51 years, female, black or african american, stage:Stage IA, dead, 1229 days 8064.3
TCGA-97-A4M7-01A 74 years, male, white, stage:Stage IA, alive, 629 days 8060.2
TCGA-L9-A7SV-01A 69 years, male, black or african american, stage:Stage IIA, alive, 565 days 8001.4
TCGA-55-7907-01A 77 years, male, white, stage:Stage IIA, dead, 343 days 7971.9
TCGA-95-A4VK-01A 74 years, female, white, stage:Stage IIIA, alive, 651 days 7938.3
TCGA-69-7763-01A 69 years, male, white, stage:Stage IA, alive, 690 days 7854.0
TCGA-95-7944-01A 71 years, male, white, stage:Stage IA, alive, 377 days 7803.4
TCGA-67-6217-01A 73 years, female, white, stage:Stage IIA, alive, 422 days 7798.5
TCGA-55-8513-01A 77 years, female, white, stage:Stage IIB, alive, 791 days 7775.6
TCGA-MN-A4N1-01A 60 years, male, black or african american, stage:Stage IIA, alive, 827 days 7738.9
TCGA-62-A472-01A 70 years, male, white, stage:Stage IIB, alive, 910 days 7712.9
TCGA-86-7714-01A 61 years, female, black or african american, stage:Stage IIIA, dead, 625 days 7694.8
TCGA-50-5051-01A 42 years, female, white, stage:Stage IIIA, dead, 478 days 7486.4
TCGA-55-8094-01A 51 years, male, white, stage:Stage IV, alive, 541 days 7468.0
TCGA-55-6985-01A 58 years, female, white, stage:Stage IB, alive, 1233 days 7449.3
TCGA-55-8085-01A 64 years, male, white, stage:Stage IA, alive, 904 days 7425.2
TCGA-50-5944-01A 69 years, female, white, stage:Stage IA, alive, 1750 days 7376.5
TCGA-4B-A93V-01A 52 years, female, black or african american, stage:Stage IA, dead, 300 days 7359.4
TCGA-62-A46P-01A 65 years, male, white, stage:Stage IB, dead, 594 days 7336.9
TCGA-99-7458-01A 74 years, female, white, stage:Stage IIIA, alive, 747 days 7285.5
TCGA-05-4384-01A 66 years, male, stage:Stage IIIA, alive, 426 days 7230.7
TCGA-97-8175-01A 55 years, female, white, stage:Stage IB, alive, 551 days 7108.0
TCGA-49-AAR2-01A 64 years, male, black or african american, stage:Stage IB, alive, 2224 days 7060.2
TCGA-MP-A4SW-01A 53 years, male, white, stage:Stage IIB, dead, 1778 days 7034.4
TCGA-MN-A4N4-01A 57 years, male, white, stage:Stage IA, alive, 1175 days 7028.4
TCGA-50-8459-01A 68 years, male, white, stage:Stage IIB, alive, 1119 days 7025.7
TCGA-55-7573-01A 72 years, female, white, stage:Stage IA, alive, 487 days 6955.7
TCGA-44-A47G-01A 73 years, female, white, stage:Stage IA, alive, 351 days 6809.8
TCGA-78-7163-01A 60 years, male, white, stage:Stage IB, alive, 7248 days 6723.1
TCGA-MP-A4TH-01A 70 years, female, white, stage:Stage IA, alive, 741 days 6722.1
TCGA-50-6673-01A 84 years, female, white, stage:Stage I, dead, 22 days 6708.8
TCGA-78-7143-01A 62 years, female, white, stage:Stage IB, dead, 4961 days 6682.7
TCGA-75-6206-01A male, stage:Stage IB, alive, 2590 days 6642.8
TCGA-55-7726-01A 72 years, female, white, stage:Stage IA, alive, 652 days 6607.5
TCGA-95-A4VN-01A 62 years, female, white, stage:Stage IIA, alive, 553 days 6547.2
TCGA-86-8585-01A 57 years, male, white, stage:Stage IB, alive, 353 days 6526.9
TCGA-05-4396-01A 76 years, male, stage:Stage IIIB, dead, 303 days 6512.1
TCGA-NJ-A55A-01A 76 years, female, white, stage:Stage IB, alive, 15 days 6430.3
TCGA-55-8507-01A 53 years, male, white, stage:Stage IA, alive, 418 days 6408.2
TCGA-55-8299-01A 61 years, female, white, stage:Stage IA, dead, 469 days 6379.0
TCGA-49-AAR0-01A 57 years, male, black or african american, stage:Stage IA, alive, 4765 days 6326.2
TCGA-55-8096-01A 67 years, female, white, stage:Stage IB, dead, 719 days 6320.7
TCGA-55-7570-01A 60 years, male, black or african american, stage:Stage IA, alive, 824 days 6316.8
TCGA-91-6849-01A 75 years, female, black or african american, stage:Stage IIIA, alive, 35 days 6239.0
TCGA-78-7148-01A 71 years, male, white, stage:Stage IIB, dead, 626 days 6210.2
TCGA-69-7761-01A 84 years, male, white, stage:Stage IB, alive, 186 days 6200.8
TCGA-86-8671-01A 72 years, female, white, stage:Stage IIB, alive, 839 days 6153.2
TCGA-NJ-A4YG-01A 65 years, male, white, stage:Stage IB, alive, 2261 days 6060.8
TCGA-MP-A4T9-01A 54 years, female, white, stage:Stage IIIA, dead, 1265 days 6048.2
TCGA-91-7771-01A 62 years, male, white, stage:Stage IIB, alive, 492 days 5983.2
TCGA-J2-A4AG-01A 66 years, female, white, stage:Stage IA, alive, 988 days 5953.0
TCGA-62-A470-01A 84 years, male, white, stage:Stage IB, dead, 1194 days 5946.0
TCGA-50-7109-01A 60 years, male, white, stage:Stage IA, dead, 308 days 5935.8
TCGA-55-8302-01A 54 years, male, white, stage:Stage IB, alive, 478 days 5898.9
TCGA-44-7660-01A 72 years, male, white, stage:Stage IB, alive, 592 days 5865.3
TCGA-L9-A444-01A 60 years, female, white, stage:Stage IA, alive, 307 days 5849.3
TCGA-05-4424-01A 70 years, male, stage:Stage IIB, alive, 913 days 5832.3
TCGA-64-1679-01A 58 years, female, white, stage:Stage IIIA, alive, 2488 days 5814.2
TCGA-99-8033-01A 74 years, female, white, stage:Stage IV, dead, 656 days 5811.2
TCGA-78-7161-01A 69 years, female, white, stage:Stage IIB, dead, 291 days 5751.5
TCGA-55-7574-01A 64 years, female, white, stage:Stage IB, dead, 995 days 5750.0
TCGA-49-4487-01A 72 years, female, white, stage:Stage IA, dead, 855 days 5748.8
TCGA-55-A490-01A 78 years, male, white, stage:Stage IIA, dead, 99 days 5728.6
TCGA-99-AA5R-01A 70 years, female, black or african american, stage:Stage IA, alive, 658 days 5723.3
TCGA-MP-A4TI-01A 72 years, male, white, stage:Stage IIA, dead, 429 days 5683.8
TCGA-44-2655-01A 65 years, female, white, stage:Stage IA, alive, 1324 days 5622.6
TCGA-86-8668-01A 61 years, female, white, stage:Stage IA, alive, 423 days 5602.2
TCGA-O1-A52J-01A 74 years, female, white, stage:Stage IA, dead, 1798 days 5566.9
TCGA-55-8208-01A 73 years, female, white, stage:Stage IA, alive, 674 days 5561.6
TCGA-55-7911-01A 70 years, female, white, stage:Stage IA, alive, 537 days 5554.7
TCGA-44-A4SS-01A 73 years, male, white, stage:Stage IA, alive, 415 days 5545.1
TCGA-78-7535-01A 45 years, male, white, stage:Stage IB, dead, 949 days 5538.7
TCGA-L4-A4E5-01A 48 years, female, white, stage:Stage I, alive, 578 days 5531.5
TCGA-55-A493-01A 54 years, female, white, stage:Stage IB, alive, 28 days 5522.3
TCGA-55-A48Y-01A 69 years, male, white, stage:Stage IIA, alive, 630 days 5478.0
TCGA-05-4402-01A 57 years, female, stage:Stage IV, dead, 244 days 5440.1
TCGA-44-6774-01A 56 years, female, white, stage:Stage IIIA, alive, 658 days 5430.9
TCGA-38-7271-01A 72 years, female, white, stage:Stage IA, dead, 800 days 5417.5
TCGA-95-A4VP-01A 66 years, female, white, stage:Stage IIIA, alive, 605 days 5417.0
TCGA-95-7039-01A 54 years, female, white, stage:Stage IIB, alive, 1272 days 5365.2
TCGA-55-8097-01A 60 years, female, white, stage:Stage IA, alive, 476 days 5347.8
TCGA-55-6987-01A 77 years, male, white, stage:Stage IA, alive, 2137 days 5245.6
TCGA-97-7547-01A 67 years, female, white, stage:Stage IB, alive, 1965 days 5203.9
TCGA-91-8497-01A 75 years, female, white, stage:Stage IA, dead, 434 days 5153.5
TCGA-78-7156-01A 62 years, male, white, stage:Stage IV, dead, 976 days 5131.6
TCGA-55-8508-01A 60 years, female, black or african american, stage:Stage IIA, alive, 617 days 5126.0
TCGA-86-6851-01A 73 years, female, white, stage:Stage IIA, alive, 179 days 5119.2
TCGA-05-5715-01A 69 years, female, stage:Stage IB, alive, 62 days 5112.1
TCGA-NJ-A55O-01A 56 years, female, white, stage:Stage IIA, alive, 13 days 5093.6
TCGA-53-A4EZ-01A 63 years, male, white, stage:Stage IIA, alive, 1071 days 5044.6
TCGA-55-6972-01A 72 years, male, white, stage:Stage IB, dead, 1632 days 5040.6
TCGA-69-7980-01A 70 years, female, white, stage:Stage I, alive, 411 days 5035.3
TCGA-55-7994-01A 81 years, male, white, stage:Stage IIB, alive, 603 days 5030.0
TCGA-67-3774-01A 73 years, female, white, stage:Stage IB, alive, 385 days 5027.0
TCGA-44-6778-01A 59 years, male, black or african american, stage:Stage IA, alive, 1864 days 5018.0
TCGA-50-6594-01A 79 years, female, black or african american, stage:Stage IIIA, dead, 370 days 5014.7
TCGA-44-7669-01A 59 years, male, black or african american, stage:Stage IIA, dead, 574 days 5009.9
TCGA-97-7553-01A 58 years, female, white, stage:Stage IA, alive, 1870 days 4998.4
TCGA-05-4403-01A 76 years, male, stage:Stage IB, alive, 578 days 4998.1
TCGA-NJ-A4YI-01A 87 years, female, white, stage:Stage IIIA, dead, 4 days 4967.4
TCGA-97-A4M3-01A 69 years, female, white, stage:Stage IA, alive, 540 days 4965.4
TCGA-91-6828-01A 70 years, male, white, stage:Stage IA, alive, 323 days 4946.3
TCGA-49-6744-01A 64 years, female, white, stage:Stage IIA, alive, 1683 days 4926.2
TCGA-49-AAR3-01A 69 years, male, black or african american, stage:Stage IIB, alive, 1893 days 4894.2
TCGA-44-A47B-01A 79 years, male, white, stage:Stage IB, alive, 287 days 4838.8
TCGA-55-8090-01A 80 years, male, white, stage:Stage IA, dead, 598 days 4833.3
TCGA-93-7347-01A 76 years, female, white, stage:Stage IA, alive, 683 days 4823.3
TCGA-50-5044-01A 72 years, female, white, stage:Stage IIIB, dead, 624 days 4818.7
TCGA-97-7938-01A 76 years, female, white, stage:Stage IA, dead, 18 days 4785.2
TCGA-55-8207-01A 73 years, male, white, stage:Stage IB, alive, 977 days 4766.4
TCGA-MP-A4T8-01A 68 years, male, stage:Stage IIIA, dead, 161 days 4745.3
TCGA-05-4405-01A 74 years, female, stage:Stage IB, alive, 610 days 4744.5
TCGA-69-8255-01A 71 years, male, white, stage:Stage IA, alive, 129 days 4687.7
TCGA-75-5125-01A male, stage:Stage IIB, dead, 2027 days 4687.0
TCGA-55-8614-01A 76 years, male, white, stage:Stage IB, alive, 536 days 4661.5
TCGA-05-4434-01A 67 years, female, stage:Stage IV, dead, 457 days 4656.3
TCGA-73-4662-01A 65 years, female, white, stage:Stage IA, alive, 2515 days 4626.2
TCGA-55-6982-01A 79 years, female, white, stage:Stage IIB, dead, 995 days 4608.0
TCGA-93-7348-01A 75 years, female, white, stage:Stage IA, alive, 531 days 4570.9
TCGA-44-7672-01A 52 years, female, white, stage:Stage IA, alive, 719 days 4569.1
TCGA-67-6216-01A 57 years, female, white, stage:Stage IA, alive, 141 days 4566.9
TCGA-78-7147-01A 67 years, female, white, stage:Stage IIB, dead, 586 days 4565.7
TCGA-55-6986-01A 74 years, female, white, stage:Stage IB, alive, 3261 days 4558.5
TCGA-73-7498-01A 58 years, female, white, stage:Stage IA, alive, 1189 days 4557.2
TCGA-L9-A8F4-01A 64 years, female, black or african american, stage:Stage IB, alive, 476 days 4535.3
TCGA-62-A46Y-01A 70 years, female, white, stage:Stage IIIA, dead, 414 days 4519.1
TCGA-55-8203-01A 69 years, female, white, stage:Stage IA, alive, 547 days 4493.5
TCGA-44-2666-01A 43 years, male, white, stage:Stage IB, dead, 97 days 4468.6
TCGA-86-7711-01A 70 years, male, white, stage:Stage IIA, dead, 1046 days 4418.1
TCGA-J2-A4AE-01A 77 years, female, white, stage:Stage IA, alive, 1079 days 4414.0
TCGA-44-6148-01A 60 years, male, white, stage:Stage IA, alive, 704 days 4398.7
TCGA-78-7537-01A 72 years, male, stage:Stage IB, dead, 1622 days 4369.1
TCGA-73-A9RS-01A 41 years, male, black or african american, stage:Stage IIB, dead, 340 days 4366.6
TCGA-50-6593-01A 49 years, female, white, stage:Stage IIIA, dead, 336 days 4357.1
TCGA-55-8089-01A 56 years, male, white, stage:Stage IA, dead, 702 days 4340.4
TCGA-86-A4P7-01A 63 years, female, white, stage:Stage IB, alive, 415 days 4330.7
TCGA-55-6712-01A 71 years, male, white, stage:Stage IIA, dead, 171 days 4328.1
TCGA-44-3919-01A 71 years, female, white, stage:Stage IA, dead, 1026 days 4289.4
TCGA-78-8640-01A 59 years, male, stage:Stage IIA, alive, 7062 days 4249.8
TCGA-MN-A4N5-01A 63 years, male, white, stage:Stage IA, alive, 84 days 4242.7
TCGA-44-6147-01A 67 years, female, white, stage:Stage IA, alive, 845 days 4222.1
TCGA-55-6971-01A 59 years, female, white, stage:Stage IB, alive, 1400 days 4213.6
TCGA-97-A4LX-01A 81 years, male, white, stage:Stage IB, alive, 614 days 4161.8
TCGA-55-6983-01A 81 years, male, white, stage:Stage IIB, alive, 2823 days 4159.2
TCGA-78-7162-01A 75 years, male, white, stage:Stage IA, dead, 3169 days 4150.0
TCGA-62-8394-01A 65 years, female, white, stage:Stage IIIB, dead, 139 days 4136.3
TCGA-55-8204-01A 87 years, female, white, stage:Stage IB, alive, 515 days 4129.1
TCGA-69-8254-01A 85 years, male, white, stage:'--, alive, 409 days 4099.9
TCGA-80-5608-01A female, stage:Stage IA, alive, 2832 days 4098.4
TCGA-44-7659-01A 70 years, male, white, stage:Stage IA, alive, 691 days 4061.8
TCGA-86-6562-01A 52 years, male, white, stage:Stage IIA, dead, 376 days 4023.1
TCGA-38-6178-01A 70 years, female, white, stage:Stage IIIA, alive, 448 days 4016.5
TCGA-55-7914-01A 71 years, female, white, stage:Stage IIA, dead, 187 days 4005.3
TCGA-95-8039-01A 72 years, male, white, stage:Stage IA, alive, 830 days 3989.2
TCGA-95-7947-01A 67 years, male, white, stage:Stage IA, alive, 477 days 3987.5
TCGA-93-A4JN-01A 71 years, male, white, stage:Stage IV, alive, 718 days 3985.6
TCGA-91-6830-01A 65 years, female, white, stage:Stage IIA, alive, 60 days 3983.1
TCGA-38-4626-01A 57 years, female, white, stage:'--, alive, 3674 days 3981.0
TCGA-MP-A5C7-01A 76 years, female, white, stage:Stage IB, alive, 2248 days 3967.7
TCGA-55-7576-01A 54 years, male, black or african american, stage:Stage IB, alive, 670 days 3922.5
TCGA-91-A4BD-01A 78 years, male, white, stage:Stage IIA, alive, 603 days 3903.5
TCGA-55-8615-01A 67 years, male, white, stage:Stage IIIA, alive, 446 days 3867.5
TCGA-78-7150-01A 59 years, male, white, stage:Stage IIB, dead, 666 days 3849.4
TCGA-97-8547-01A 78 years, female, stage:Stage IIIA, alive, 657 days 3844.8
TCGA-55-7910-01A 50 years, female, black or african american, stage:Stage IIA, alive, 1040 days 3810.1
TCGA-86-7701-01A 66 years, male, white, stage:Stage IV, alive, 947 days 3789.6
TCGA-55-8616-01A 58 years, female, white, stage:Stage IB, alive, 48 days 3781.1
TCGA-75-6214-01A female, stage:Stage IIIA, dead, 1115 days 3752.4
TCGA-97-8177-01A 59 years, female, white, stage:Stage IB, alive, 499 days 3747.8
TCGA-50-8457-01A 63 years, female, black or african american, stage:Stage IA, alive, 1125 days 3704.1
TCGA-97-8172-01A 75 years, female, white, stage:Stage IB, alive, 545 days 3701.2
TCGA-55-6968-01A 61 years, male, white, stage:Stage IV, dead, 1293 days 3695.1
TCGA-62-A471-01A 64 years, male, white, stage:Stage IIB, alive, 1246 days 3674.1
TCGA-99-8032-01A 61 years, male, white, stage:Stage IA, alive, 44 days 3602.8
TCGA-44-6776-01A 60 years, female, white, stage:Stage IA, alive, 2616 days 3567.3
TCGA-55-6543-01A 60 years, female, white, stage:Stage IA, alive, 435 days 3546.8
TCGA-55-8620-01A 60 years, male, white, stage:Stage IV, dead, 375 days 3531.3
TCGA-69-7764-01A 75 years, male, white, stage:Stage IA, alive, 414 days 3506.3
TCGA-93-A4JQ-01A 49 years, male, white, stage:Stage IA, alive, 526 days 3503.6
TCGA-97-8174-01A 67 years, male, white, stage:Stage IIA, dead, 164 days 3501.6
TCGA-62-A46O-01A 65 years, female, white, stage:Stage IB, dead, 1454 days 3491.8
TCGA-55-6975-01A 61 years, male, white, stage:Stage IIB, dead, 118 days 3485.5
TCGA-55-8301-01A 58 years, male, white, stage:Stage IB, alive, 534 days 3427.3
TCGA-44-2657-01A 74 years, female, white, stage:Stage IB, alive, 1351 days 3363.2
TCGA-64-5778-01A 60 years, male, white, stage:Stage IB, alive, 1305 days 3359.2
TCGA-86-A4D0-01A 48 years, male, white, stage:Stage IIA, dead, 116 days 3349.1
TCGA-49-6761-01A 68 years, female, white, stage:Stage IIIA, alive, 354 days 3324.6
TCGA-55-6979-01A 59 years, female, white, stage:Stage IIB, dead, 237 days 3294.3
TCGA-55-8087-01A 59 years, female, white, stage:Stage IB, alive, 462 days 3243.2
TCGA-97-A4M0-01A 60 years, female, white, stage:Stage IB, alive, 652 days 3240.5
TCGA-50-5946-01A 62 years, male, white, stage:Stage IA, alive, 1617 days 3228.1
TCGA-62-8395-01A 80 years, female, white, stage:Stage IIB, alive, 1216 days 3227.2
TCGA-73-4675-01A 59 years, male, white, stage:Stage IIIA, dead, 922 days 3216.2
TCGA-49-AAQV-01A 63 years, female, black or african american, stage:Stage II, dead, 677 days 3216.1
TCGA-05-4389-01A 70 years, male, stage:Stage IA, alive, 1369 days 3214.4
TCGA-62-8399-01A 62 years, male, white, stage:Stage IIIA, alive, 2696 days 3195.1
TCGA-86-8073-01A 58 years, male, white, stage:Stage IB, alive, 740 days 3189.5
TCGA-86-8280-01A 54 years, female, white, stage:Stage IIA, alive, 701 days 3156.9
TCGA-69-8453-01A 77 years, male, white, stage:Stage IIB, alive, 813 days 3146.6
TCGA-49-4514-01A 79 years, female, white, stage:Stage IA, alive, 1700 days 3143.7
TCGA-44-4112-01A 60 years, female, white, stage:Stage IB, dead, 808 days 3107.3
TCGA-99-8025-01A 72 years, female, black or african american, stage:Stage IIIA, alive, 1060 days 3081.3
TCGA-05-4249-01A 67 years, male, stage:Stage IB, alive, 1523 days 3070.6
TCGA-50-5935-01A 86 years, female, white, stage:Stage IA, dead, 653 days 3064.9
TCGA-62-A46V-01A 78 years, female, white, stage:Stage IB, alive, 2199 days 3008.7
TCGA-71-6725-01A 48 years, female, asian, stage:Stage IB, alive, 256 days 3002.8
TCGA-55-7283-01A 76 years, female, white, stage:Stage IIIA, alive, 609 days 2996.7
TCGA-50-8460-01A 74 years, male, white, stage:Stage IA, alive, 829 days 2994.8
TCGA-53-7626-01A 76 years, female, white, stage:Stage IIA, dead, 929 days 2994.5
TCGA-69-8253-01A 59 years, female, black or african american, stage:Stage IIA, alive, 426 days 2988.5
TCGA-91-A4BC-01A 59 years, male, white, stage:Stage IIA, alive, 44 days 2951.0
TCGA-35-3615-01A 57 years, male, white, stage:Stage IB, alive, 14 days 2949.7
TCGA-44-2661-01A 69 years, female, white, stage:Stage IA, alive, 1159 days 2873.8
TCGA-J2-8192-01A 65 years, female, white, stage:Stage IIA, alive, 739 days 2871.8
TCGA-67-3772-01A 82 years, female, white, stage:Stage IB, alive, 573 days 2861.6
TCGA-49-4501-01A 67 years, female, white, stage:Stage IB, dead, 1421 days 2852.5
TCGA-50-5939-01A 85 years, male, white, stage:Stage IB, dead, 460 days 2841.1
TCGA-78-8662-01A 53 years, female, stage:Stage IB, dead, 3361 days 2839.9
TCGA-86-8674-01A 50 years, male, white, stage:Stage IIA, alive, 806 days 2828.3
TCGA-MP-A4TF-01A 58 years, female, white, stage:Stage IIA, dead, 336 days 2812.9
TCGA-75-6212-01A female, stage:Stage IIB, dead, 1516 days 2776.2
TCGA-55-1596-01A 55 years, male, asian, stage:Stage IIB, alive, 2065 days 2775.9
TCGA-95-7562-01A 71 years, male, black or african american, stage:Stage IIA, dead, 87 days 2770.5
TCGA-55-6642-01A 63 years, male, white, stage:Stage IB, alive, 2449 days 2770.3
TCGA-78-7153-01A 65 years, female, white, stage:Stage IB, alive, 3635 days 2742.3
TCGA-83-5908-01A 59 years, female, white, stage:Stage IA, alive, 824 days 2731.8
TCGA-69-7978-01A 59 years, male, white, stage:Stage IIB, alive, 134 days 2696.2
TCGA-05-4427-01A 65 years, female, stage:Stage IIB, alive, 791 days 2672.3
TCGA-73-4658-01A 80 years, female, white, stage:Stage IB, dead, 1600 days 2661.5
TCGA-S2-AA1A-01A 68 years, female, black or african american, stage:Stage IA, alive, 513 days 2661.1
TCGA-86-8669-01A 64 years, male, white, stage:Stage IA, alive, 938 days 2659.7
TCGA-MP-A4TE-01A 56 years, male, white, stage:Stage IIA, dead, 896 days 2647.5
TCGA-97-7552-01A 70 years, male, white, stage:Stage IB, alive, 1932 days 2643.9
TCGA-78-7633-01A 67 years, male, white, stage:Stage IB, dead, 1528 days 2640.7
TCGA-78-7149-01A 71 years, male, white, stage:Stage IIIB, alive, 3940 days 2625.7
TCGA-55-A491-01A 81 years, female, white, stage:Stage IA, alive, 626 days 2622.0
TCGA-86-8279-01A 46 years, male, white, stage:Stage IIA, alive, 949 days 2612.4
TCGA-50-6590-01A 72 years, female, white, stage:Stage IB, dead, 1288 days 2611.6
TCGA-MP-A4SV-01A 67 years, male, stage:Stage IB, dead, 2620 days 2609.1
TCGA-86-8673-01A 61 years, male, white, stage:Stage IB, alive, 862 days 2599.9
TCGA-69-A59K-01A 60 years, female, black or african american, stage:Stage IIB, alive, 591 days 2597.3
TCGA-44-3396-01A 74 years, female, white, stage:Stage IIIA, alive, 1130 days 2592.5
TCGA-50-5072-01A 74 years, male, white, stage:Stage IIIA, dead, 250 days 2578.8
TCGA-44-8120-01A 58 years, male, black or african american, stage:Stage IB, alive, 260 days 2561.9
TCGA-MP-A4SY-01A 61 years, male, white, stage:Stage IIB, dead, 1501 days 2552.9
TCGA-91-6829-01A 78 years, male, white, stage:Stage IB, dead, 1258 days 2547.4
TCGA-93-8067-01A 77 years, male, asian, stage:Stage IB, alive, 186 days 2523.6
TCGA-55-A48X-01A 63 years, female, white, stage:Stage IIA, alive, 689 days 2517.8
TCGA-86-8056-01A 63 years, female, white, stage:Stage IIIA, alive, 139 days 2467.3
TCGA-MP-A4TJ-01A 62 years, female, stage:Stage IA, dead, 339 days 2457.9
TCGA-44-6777-01A 85 years, female, white, stage:Stage IB, dead, 987 days 2455.8
TCGA-MP-A4TD-01A 71 years, male, white, stage:Stage IIIA, dead, 307 days 2440.7
TCGA-49-4486-01A 72 years, male, white, stage:Stage IA, dead, 2318 days 2422.6
TCGA-L9-A743-01A 56 years, male, black or african american, stage:Stage IIA, alive, 664 days 2419.6
TCGA-78-7542-01A 56 years, male, white, stage:Stage IB, dead, 321 days 2416.5
TCGA-50-6591-01A 63 years, female, white, stage:Stage IV, dead, 119 days 2387.1
TCGA-50-5942-01A 67 years, female, white, stage:Stage IA, alive, 1847 days 2384.8
TCGA-49-4488-01A 74 years, female, white, stage:Stage IA, dead, 869 days 2380.0
TCGA-62-8402-01A 73 years, female, white, stage:Stage IIIA, dead, 1498 days 2361.2
TCGA-49-AARN-01A 56 years, female, black or african american, stage:Stage IA, dead, 1135 days 2354.9
TCGA-MP-A4TA-01A 75 years, female, white, stage:Stage IA, dead, 950 days 2345.7
TCGA-55-8511-01A 73 years, female, white, stage:Stage IB, alive, 552 days 2345.5
TCGA-91-6835-01A 81 years, female, white, stage:Stage IA, alive, 79 days 2345.0
TCGA-78-7539-01A 75 years, female, white, stage:Stage IIA, alive, 791 days 2334.8
TCGA-67-3770-01A 70 years, female, white, stage:Stage IA, alive, 610 days 2329.9
TCGA-05-4398-01A 47 years, female, stage:Stage IIIB, alive, 1431 days 2317.3
TCGA-91-6847-01A 62 years, female, white, stage:Stage IB, alive, 842 days 2311.2
TCGA-97-8176-01A 63 years, male, white, stage:Stage IIIA, dead, 468 days 2302.5
TCGA-44-2656-01A 59 years, male, white, stage:Stage IB, alive, 1429 days 2288.3
TCGA-05-4390-01A 58 years, female, stage:Stage IB, alive, 1126 days 2279.8
TCGA-73-4677-01A 74 years, male, white, stage:'--, dead, 38 days 2240.7
TCGA-69-7974-01A 54 years, female, white, stage:Stage IIIA, alive, 184 days 2231.7
TCGA-50-5936-01A 58 years, male, white, stage:Stage IIIA, dead, 257 days 2214.9
TCGA-05-4426-01A 71 years, male, stage:Stage IB, alive, 791 days 2210.2
TCGA-53-7624-01A 40 years, female, white, stage:Stage IV, dead, 1043 days 2205.0
TCGA-05-4422-01A 68 years, male, stage:Stage IB, alive, 365 days 2202.9
TCGA-91-6836-01A 52 years, female, white, stage:Stage IB, alive, 417 days 2197.7
TCGA-78-7145-01A 52 years, female, white, stage:Stage IV, dead, 826 days 2193.1
TCGA-05-4432-01A 66 years, male, stage:Stage IIB, alive, 761 days 2187.6
TCGA-49-6745-01A 82 years, male, white, stage:Stage IIIA, alive, 522 days 2186.7
TCGA-L9-A443-01A 63 years, female, white, stage:Stage IA, dead, 193 days 2179.7
TCGA-86-7953-01A 69 years, female, white, stage:Stage IA, alive, 997 days 2156.1
TCGA-99-8028-01A 50 years, female, black or african american, stage:Stage IA, alive, 1118 days 2155.8
TCGA-05-4430-01A 59 years, female, stage:Stage IB, alive, 761 days 2128.8
TCGA-73-7499-01A 81 years, female, white, stage:Stage IB, dead, 1531 days 2102.5
TCGA-78-7159-01A 60 years, female, white, stage:Stage IA, alive, 1974 days 2068.4
TCGA-55-6970-01A 67 years, female, white, stage:Stage IIIA, dead, 464 days 2066.5
TCGA-78-7220-01A 53 years, female, white, stage:Stage IIIA, dead, 807 days 2055.7
TCGA-64-5781-01A 55 years, female, white, stage:Stage IB, alive, 1559 days 2052.6
TCGA-78-7167-01A 77 years, male, white, stage:Stage IV, dead, 2681 days 2041.4
TCGA-86-8278-01A 63 years, female, white, stage:Stage IIB, alive, 944 days 2006.5
TCGA-44-5643-01A 53 years, male, black or african american, stage:Stage IIIA, alive, 1013 days 2006.2
TCGA-86-8358-01A 44 years, male, white, stage:Stage IB, alive, 653 days 2003.2
TCGA-78-7158-01A 59 years, female, white, stage:Stage IIIB, dead, 179 days 2001.4
TCGA-44-7661-01A 69 years, female, white, stage:Stage IB, dead, 557 days 1984.8
TCGA-44-7670-01A 47 years, female, white, stage:Stage IIA, alive, 882 days 1967.3
TCGA-MP-A4TK-01A 56 years, female, stage:Stage IIB, dead, 582 days 1953.5
TCGA-86-7954-01A 68 years, female, white, stage:Stage IB, alive, 605 days 1952.3
TCGA-44-6779-01A 50 years, female, white, stage:Stage IIB, dead, 500 days 1908.4
TCGA-80-5611-01A male, stage:Stage IB, alive, 2595 days 1895.2
TCGA-44-8117-01A 54 years, female, white, stage:Stage IB, alive, 385 days 1871.8
TCGA-05-4397-01A 65 years, male, stage:Stage IIB, dead, 731 days 1844.0
TCGA-44-7671-01A 64 years, male, black or african american, stage:Stage IB, alive, 889 days 1838.9
TCGA-MP-A4T4-01A 68 years, female, white, stage:Stage IIB, dead, 2617 days 1837.2
TCGA-44-A479-01A 73 years, female, black or african american, stage:Stage IB, alive, 486 days 1833.1
TCGA-78-8660-01A 69 years, male, stage:Stage IIB, dead, 321 days 1819.9
TCGA-05-4418-01A 69 years, male, stage:Stage IIIA, dead, 274 days 1815.4
TCGA-49-4494-01A 77 years, male, white, stage:Stage IIIA, dead, 1081 days 1752.8
TCGA-55-8092-01A 75 years, male, white, stage:Stage IIB, dead, 154 days 1720.5
TCGA-93-A4JO-01A 70 years, male, white, stage:Stage IA, dead, 33 days 1720.4
TCGA-91-6840-01A 59 years, female, white, stage:Stage IA, alive, 372 days 1703.9
TCGA-49-4507-01A 73 years, female, white, stage:Stage IIIA, dead, 268 days 1670.6
TCGA-67-6215-01A 52 years, female, white, stage:Stage IB, alive, 174 days 1627.6
TCGA-71-8520-01A 60 years, female, asian, stage:Stage IB, dead, 210 days 1597.9
TCGA-50-5931-01A 75 years, female, white, stage:Stage IB, dead, 434 days 1593.0
TCGA-78-7152-01A 65 years, male, white, stage:Stage IB, dead, 1215 days 1559.5
TCGA-50-5930-01A 47 years, male, white, stage:Stage IIIA, dead, 282 days 1545.7
TCGA-50-6592-01A 71 years, female, white, stage:Stage IB, dead, 777 days 1542.5
TCGA-44-3918-01A 60 years, female, white, stage:Stage IA, alive, 1036 days 1540.7
TCGA-78-7160-01A 61 years, male, white, stage:Stage IV, dead, 697 days 1537.7
TCGA-73-4659-01A 66 years, male, white, stage:Stage IIIA, dead, 711 days 1536.2
TCGA-49-6767-01A 46 years, female, white, stage:Stage IIB, alive, 677 days 1536.1
TCGA-44-A47A-01A 78 years, female, white, stage:Stage IB, alive, 466 days 1525.4
TCGA-05-4417-01A 51 years, female, stage:Stage IB, alive, 455 days 1509.6
TCGA-86-8055-01A 79 years, male, white, stage:Stage IIA, dead, 124 days 1508.4
TCGA-64-1677-01A 77 years, female, white, stage:Stage IIIA, dead, 628 days 1483.1
TCGA-95-8494-01A 67 years, male, white, stage:Stage IIA, alive, 84 days 1480.6
TCGA-55-8205-01A 76 years, female, white, stage:Stage IIA, alive, 599 days 1478.1
TCGA-86-8075-01A 66 years, female, white, stage:Stage IB, dead, 694 days 1467.8
TCGA-97-7554-01A 83 years, female, white, stage:Stage IIIA, alive, 775 days 1450.0
TCGA-55-A494-01A 61 years, female, white, stage:Stage IB, alive, 481 days 1445.5
TCGA-86-7713-01A 70 years, male, white, stage:Stage IIA, alive, 1157 days 1437.8
TCGA-55-6978-01A 81 years, male, white, stage:Stage IIA, dead, 176 days 1435.9
TCGA-05-4382-01A 68 years, male, stage:Stage IB, alive, 607 days 1417.8
TCGA-44-6145-01A 62 years, female, white, stage:Stage IA, alive, 595 days 1396.6
TCGA-49-6743-01A 81 years, female, white, stage:Stage IIIA, alive, 1621 days 1343.4
TCGA-86-8076-01A 42 years, male, white, stage:Stage IA, alive, 993 days 1340.0
TCGA-49-4510-01A 51 years, female, black or african american, stage:Stage IIB, dead, 896 days 1332.6
TCGA-64-5774-01A 60 years, male, white, stage:Stage IB, alive, 2676 days 1328.3
TCGA-73-4676-01A 45 years, male, white, stage:Stage IIA, dead, 281 days 1319.2
TCGA-38-4627-01A 64 years, female, white, stage:Stage IIA, dead, 1147 days 1317.1
TCGA-78-7154-01A 72 years, male, white, stage:Stage IIIA, dead, 593 days 1281.1
TCGA-44-2668-01A 51 years, male, white, stage:Stage IB, dead, 761 days 1277.5
TCGA-73-4666-01A 52 years, female, white, stage:Stage IV, alive, 800 days 1271.6
TCGA-38-4628-01A 65 years, female, white, stage:Stage IIB, dead, 1492 days 1257.6
TCGA-44-3398-01A 77 years, female, white, stage:Stage IA, alive, 1163 days 1252.5
TCGA-05-4415-01A 57 years, male, stage:Stage IIIB, dead, 91 days 1245.6
TCGA-50-5055-01A 79 years, female, white, stage:Stage IIA, dead, 1830 days 1237.7
TCGA-67-3773-01A 84 years, female, white, stage:Stage IB, alive, 427 days 1233.6
TCGA-38-4629-01A 68 years, male, white, stage:Stage IIB, dead, 864 days 1226.3
TCGA-L9-A5IP-01A 40 years, female, black or african american, stage:Stage IV, dead, 58 days 1218.0
TCGA-55-5899-01A 58 years, male, white, stage:'--, alive, 930 days 1186.3
TCGA-05-4250-01A 79 years, female, stage:Stage IIIA, dead, 121 days 1167.4
TCGA-50-5045-01A 57 years, female, black or african american, stage:'--, dead, 2174 days 1145.9
TCGA-44-7662-01A 61 years, male, white, stage:Stage IB, alive, 218 days 1142.0
TCGA-95-7948-01A 42 years, female, white, stage:Stage IB, alive, 476 days 1140.5
TCGA-75-7027-01A male, stage:Stage IB, alive, 3059 days 1131.5
TCGA-38-4630-01A 75 years, female, white, stage:Stage IB, dead, 1073 days 1118.9
TCGA-75-5147-01A female, stage:Stage IB, alive, 1333 days 1106.7
TCGA-62-8398-01A 55 years, male, white, stage:Stage IIIA, dead, 444 days 1089.8
TCGA-NJ-A7XG-01A 49 years, male, black or african american, stage:Stage IIIA, alive, 617 days 1072.9
TCGA-55-A48Z-01A 60 years, female, white, stage:Stage IIIB, alive, 651 days 1054.3
TCGA-NJ-A4YP-01A 52 years, male, white, stage:Stage IB, alive, 50 days 1048.6
TCGA-78-8648-01A 58 years, female, stage:Stage IIB, dead, 1209 days 1040.7
TCGA-50-5941-01A 55 years, female, white, stage:Stage IIIA, alive, 1474 days 1032.9
TCGA-64-5815-01A 74 years, male, white, stage:Stage IIB, alive, 866 days 1031.4
TCGA-69-7973-01A 42 years, female, white, stage:Stage IB, alive, 230 days 1013.2
TCGA-64-1676-01A 58 years, male, white, stage:Stage IA, alive, 1728 days 1005.4
TCGA-55-8506-01A 62 years, female, white, stage:Stage IIB, alive, 11 days 957.0
TCGA-95-7567-01A 61 years, male, white, stage:Stage IIB, alive, 568 days 954.3
TCGA-44-2665-01A 55 years, female, white, stage:Stage IIB, alive, 1301 days 924.7
TCGA-86-8074-01A 62 years, female, white, stage:Stage IIA, alive, 24 days 920.9
TCGA-05-5423-01A 65 years, male, stage:Stage IIB, alive, 151 days 916.3
TCGA-91-8496-01A 63 years, female, white, stage:Stage IB, alive, 505 days 913.1
TCGA-MP-A4TC-01A 77 years, male, white, stage:Stage IIIA, dead, 74 days 910.5
TCGA-64-1678-01A 70 years, female, white, stage:'--, alive, 1189 days 902.6
TCGA-05-5429-01A 60 years, male, stage:Stage IIIA, dead, 275 days 875.7
TCGA-78-7155-01A 68 years, male, white, stage:Stage IB, dead, 1171 days 867.9
TCGA-91-6848-01A 59 years, male, white, stage:Stage IIIA, alive, 224 days 867.5
TCGA-38-4632-01A 42 years, male, black or african american, stage:Stage IV, dead, 1357 days 861.5
TCGA-05-4425-01A 70 years, female, stage:Stage IV, alive, 669 days 857.3
TCGA-05-5428-01A 57 years, male, stage:Stage IIA, alive, 670 days 845.1
TCGA-64-5779-01A 61 years, male, white, stage:Stage IIIA, alive, 864 days 832.6
TCGA-J2-8194-01A 69 years, female, white, stage:Stage IIB, alive, 724 days 823.1
TCGA-50-6595-01A 74 years, female, white, stage:Stage IIIA, dead, 189 days 822.0
TCGA-86-A4JF-01A 56 years, male, white, stage:Stage IIB, dead, 737 days 816.3
TCGA-78-8655-01A 77 years, female, stage:Stage IA, alive, 2360 days 769.0
TCGA-38-4631-01A 72 years, female, white, stage:Stage IB, dead, 354 days 756.4
TCGA-73-4670-01A 69 years, female, white, stage:Stage IV, alive, 131 days 729.9
TCGA-55-1594-01A 68 years, male, white, stage:Stage IIIA, alive, 1178 days 701.9
TCGA-38-4625-01A 66 years, female, white, stage:Stage IB, alive, 2973 days 694.4
TCGA-67-3771-01A 77 years, female, black or african american, stage:Stage IA, alive, 610 days 676.4
TCGA-05-5425-01A 68 years, male, stage:Stage IIB, alive, 882 days 664.0
TCGA-05-5420-01A 67 years, male, stage:Stage IIIA, alive, 457 days 660.6
TCGA-75-5146-01A male, stage:Stage IB, alive, 2368 days 651.5
TCGA-86-8359-01A 52 years, male, white, stage:Stage IIIA, dead, 444 days 651.3
TCGA-86-8672-01A 59 years, male, white, stage:Stage IIB, dead, 19 days 603.7
TCGA-78-7146-01A 71 years, female, white, stage:Stage IIIA, dead, 173 days 596.5
TCGA-44-8119-01A 73 years, male, white, stage:Stage IIB, alive, 285 days 595.9
TCGA-64-1680-01A 63 years, male, white, stage:Stage IV, alive, 1126 days 579.9
TCGA-78-7536-01A 69 years, male, white, stage:Stage IIIA, dead, 244 days 550.0
TCGA-50-5049-01A 70 years, male, white, stage:Stage IA, alive, 3094 days 549.7
TCGA-44-7667-01A 49 years, female, white, stage:Stage IIB, alive, 1097 days 545.8
TCGA-91-6831-01A 66 years, male, white, stage:Stage IB, alive, 310 days 528.4
TCGA-86-8054-01A 61 years, male, white, stage:Stage IIB, alive, 1148 days 522.1
TCGA-50-5933-01A 72 years, male, white, stage:Stage IIIB, dead, 2393 days 518.0
TCGA-05-4420-01A 41 years, male, stage:Stage IB, alive, 912 days 510.2
TCGA-64-5775-01A 71 years, male, white, stage:Stage IIIA, dead, 62 days 467.4
TCGA-49-AAR9-01A 61 years, male, black or african american, stage:Stage IIB, dead, 260 days 425.6
TCGA-50-5068-01A 59 years, female, white, stage:Stage IIB, dead, 1499 days 394.6
TCGA-50-5932-01A 75 years, male, white, stage:Stage IIB, dead, 1235 days 374.6
TCGA-50-5066-01A 72 years, male, black or african american, stage:Stage IB, alive, 1442 days 351.5
TCGA-35-4123-01A 38 years, male, white, stage:Stage IA, alive, 182 days 310.5
TCGA-35-4122-01A 69 years, male, white, stage:Stage IA, alive, 225 days 308.2
TCGA-91-8499-01A 76 years, female, white, stage:Stage IA, alive, 36 days 289.4
TCGA-35-5375-01A 61 years, male, white, stage:Stage IIIA, alive, 264 days 288.6
TCGA-49-4506-01A 68 years, female, white, stage:Stage IIB, dead, 999 days 278.6
TCGA-44-6775-01A 72 years, female, white, stage:Stage IB, alive, 705 days 86.4
TCGA-44-6146-01A 64 years, male, white, stage:Stage IIB, alive, 728 days 58.7
TCGA-44-5645-01A 61 years, female, black or african american, stage:Stage IA, alive, 852 days 51.0
TCGA-44-3917-01A 33 years, female, white, stage:Stage IB, alive, 1183 days 38.5
TCGA-44-2662-01A 65 years, male, white, stage:Stage IB, alive, 1280 days 36.5
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.

MT-ND6 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.

: 1125.59
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 2441.0
Number of samples 105
Samples
Sample Description pTPM
L455 52 years, female, stage:Stage IA, alive, 3315 days 11388.6
L602 69 years, female, stage:Stage IA, alive, 2277 days 6907.1
L504 65 years, female, stage:Stage IA, dead, 1295 days 6677.1
L778 65 years, female, stage:Stage IA, alive, 1600 days 6128.7
L606 55 years, male, stage:Stage IA, alive, 2336 days 5814.1
L872 71 years, female, stage:Stage IA, alive, 1793 days 5635.6
L689 69 years, male, stage:Stage IA, alive, 1943 days 5455.1
L439 80 years, male, stage:Stage IIB, dead, 2773 days 5364.0
L569 76 years, female, stage:Stage IA, alive, 2531 days 5099.6
L440 80 years, male, stage:Stage IIB, dead, 651 days 4402.3
L850 77 years, male, stage:Stage IIIA, dead, 997 days 4244.7
L626 76 years, female, stage:Stage IA, dead, 1994 days 4031.3
L695 68 years, female, stage:Stage IB, dead, 1762 days 3992.2
L865 75 years, female, stage:Stage IIB, alive, 1927 days 3931.1
L738 74 years, female, stage:Stage IB, dead, 1314 days 3884.1
L413 72 years, female, stage:Stage IIIA, dead, 313 days 3787.2
L728 77 years, male, stage:Stage IIB, dead, 1128 days 3746.5
L630 65 years, female, stage:Stage IA, dead, 1733 days 3565.9
L885 62 years, female, stage:Stage IA, alive, 1618 days 3511.0
L673 74 years, female, stage:Stage IA, dead, 568 days 3491.8
L873 62 years, female, stage:Stage IA, alive, 1740 days 3490.9
L773 64 years, female, stage:Stage IV, dead, 311 days 3439.3
L814 73 years, male, stage:Stage IIIA, alive, 2466 days 3408.7
L832 65 years, female, stage:Stage IA, alive, 2145 days 3384.7
L764 66 years, male, stage:Stage IIIA, alive, 1684 days 3345.8
L890 56 years, female, stage:Stage IIB, dead, 1264 days 3236.1
L871 74 years, male, stage:Stage IB, dead, 873 days 3186.8
L532 69 years, female, stage:Stage IA, dead, 301 days 3156.3
L880 75 years, female, stage:Stage IA, alive, 1767 days 3072.4
L511 56 years, female, stage:Stage IIIA, alive, 2942 days 3012.9
L605 74 years, female, stage:Stage IA, alive, 2460 days 2881.9
L810 64 years, female, stage:Stage IIIA, dead, 625 days 2872.7
L877 70 years, female, stage:Stage IA, alive, 1599 days 2862.2
L879 75 years, male, stage:Stage IV, dead, 873 days 2851.2
L826 45 years, female, stage:Stage IV, dead, 935 days 2830.7
L782 73 years, female, stage:Stage IIB, alive, 3371 days 2788.5
L596 74 years, female, stage:Stage IA, alive, 2319 days 2755.4
L875 69 years, female, stage:Stage IA, alive, 1675 days 2746.6
L546 57 years, male, stage:Stage IA, dead, 973 days 2738.1
L593 78 years, male, stage:Stage IA, dead, 2436 days 2634.5
L567 83 years, female, stage:Stage IIIA, dead, 1299 days 2520.8
L731 59 years, female, stage:Stage IA, dead, 964 days 2485.0
L791 66 years, female, stage:Stage IIIA, dead, 368 days 2482.7
L613 72 years, male, stage:Stage IIIA, dead, 19 days 2406.0
L710 72 years, female, stage:Stage IIA, alive, 1775 days 2397.8
L619 68 years, female, stage:Stage IIIA, dead, 1905 days 2379.3
L887 77 years, male, stage:Stage IA, dead, 374 days 2204.0
L678 65 years, female, stage:Stage IB, dead, 1114 days 2186.6
L530 76 years, female, stage:Stage IIA, dead, 308 days 2172.6
L766 59 years, male, stage:Stage IB, alive, 1793 days 2112.4
L493 56 years, female, stage:Stage IIB, alive, 2945 days 2111.6
L749 49 years, female, stage:Stage IIIA, dead, 189 days 2110.4
L735 75 years, female, stage:Stage IA, alive, 1830 days 2077.2
L638 65 years, male, stage:Stage IA, alive, 2076 days 2006.4
L458 76 years, female, stage:Stage IA, dead, 223 days 1960.0
L565 59 years, female, stage:Stage IB, dead, 543 days 1941.0
L543 65 years, male, stage:Stage IA, alive, 2711 days 1895.6
L874 56 years, female, stage:Stage IIIA, alive, 1733 days 1850.8
L607 59 years, male, stage:Stage IB, alive, 2572 days 1830.8
L621 79 years, female, stage:Stage IIIA, dead, 1487 days 1828.6
L808 48 years, female, stage:Stage IA, alive, 3001 days 1796.8
L462 67 years, male, stage:Stage IIIA, dead, 568 days 1763.7
L768 60 years, male, stage:Stage IIIA, dead, 472 days 1746.3
L404 74 years, female, stage:Stage IIA, dead, 2318 days 1722.6
L800 66 years, female, stage:Stage IA, dead, 2417 days 1717.5
L656 58 years, male, stage:Stage IA, alive, 2227 days 1654.2
L867 62 years, female, stage:Stage IIIA, dead, 317 days 1654.0
L842 62 years, female, stage:Stage IB, alive, 2005 days 1634.8
L663 62 years, female, stage:Stage IB, alive, 2018 days 1616.1
L620 70 years, female, stage:Stage IIIA, dead, 338 days 1615.0
L816 73 years, female, stage:Stage IIA, dead, 353 days 1567.6
L484 64 years, female, stage:Stage IA, alive, 2895 days 1547.2
L557 81 years, female, stage:Stage IB, alive, 2580 days 1517.8
L802 62 years, female, stage:Stage IA, dead, 773 days 1467.4
L682 64 years, female, stage:Stage IIB, dead, 840 days 1357.6
L725 64 years, female, stage:Stage IA, alive, 1830 days 1336.5
L561 62 years, female, stage:Stage IA, alive, 2543 days 1326.0
L400 78 years, male, stage:Stage IIA, dead, 1233 days 1232.7
L851 70 years, male, stage:Stage IB, dead, 1315 days 1211.9
L829 76 years, male, stage:Stage IA, alive, 2173 days 1206.4
L828 68 years, female, stage:Stage IIB, alive, 2222 days 1174.1
L703 71 years, male, stage:Stage IIA, dead, 1137 days 1165.9
L612 80 years, female, stage:Stage IIIA, alive, 2410 days 1129.4
L601 75 years, male, stage:Stage IB, dead, 2068 days 1121.8
L616 54 years, male, stage:Stage IA, dead, 410 days 1082.3
L683 77 years, female, stage:Stage IIA, dead, 612 days 1080.0
L752 65 years, male, stage:Stage IIIA, alive, 1647 days 1073.3
L566 58 years, male, stage:Stage IB, alive, 2489 days 1071.0
L551 62 years, male, stage:Stage IA, alive, 2924 days 1068.2
L531 74 years, male, stage:Stage IB, dead, 928 days 1015.7
L585 70 years, female, stage:Stage IIA, dead, 402 days 982.6
L603 70 years, female, stage:Stage IB, dead, 972 days 964.2
L545 60 years, female, stage:Stage IA, alive, 2874 days 918.7
L599 80 years, male, stage:Stage IB, dead, 2083 days 836.5
L617 68 years, male, stage:Stage IIIA, dead, 238 days 835.7
L446 71 years, female, stage:Stage IIB, dead, 415 days 747.9
L541 70 years, female, stage:Stage IIIA, dead, 915 days 695.9
L688 57 years, male, stage:Stage IIIA, dead, 789 days 665.2
L827 70 years, male, stage:Stage IIB, dead, 1105 days 599.7
L746 64 years, female, stage:Stage IIIA, dead, 594 days 546.2
L662 66 years, male, stage:Stage IA, dead, 865 days 511.0
L838 71 years, female, stage:Stage IA, dead, 1005 days 479.5
L831 62 years, female, stage:Stage IB, alive, 2152 days 460.1
L473 66 years, female, stage:Stage IA, alive, 3021 days 451.5
L401 74 years, male, stage:Stage IIIA, dead, 1888 days 227.5
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.

MT-ND6 is not prognostic 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.

: 2275.91
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 2087.3
Number of samples 489
Samples
Sample Description pTPM
TCGA-94-7033-01A 73 years, male, white, stage:Stage IB, alive, 640 days 18919.4
TCGA-63-A5MG-01A 68 years, male, stage:Stage IB, alive, 2148 days 11558.1
TCGA-56-A5DS-01A 72 years, female, white, stage:Stage IB, alive, 8 days 11445.9
TCGA-34-A5IX-01A 80 years, male, white, stage:Stage IIB, alive, 1031 days 11251.1
TCGA-56-7221-01A 79 years, male, white, stage:Stage IB, alive, 608 days 10099.7
TCGA-56-7580-01A 84 years, male, white, stage:Stage IB, alive, 925 days 9930.9
TCGA-98-8022-01A 61 years, male, white, stage:Stage IA, dead, 933 days 9375.6
TCGA-L3-A4E7-01A 71 years, male, white, stage:Stage IB, alive, 392 days 9099.0
TCGA-33-A5GW-01A 67 years, male, white, stage:Stage IIA, dead, 9 days 8769.4
TCGA-56-8623-01A 71 years, male, white, stage:Stage IB, dead, 692 days 8340.9
TCGA-22-1002-01A 69 years, male, white, stage:Stage IA, dead, 131 days 8242.7
TCGA-96-7545-01A 73 years, male, white, stage:Stage IA, dead, 1736 days 7563.1
TCGA-85-A4PA-01A 61 years, male, white, stage:Stage IB, alive, 741 days 7235.1
TCGA-98-8021-01A 75 years, female, white, stage:Stage IA, alive, 937 days 7170.0
TCGA-56-8628-01A 78 years, male, white, stage:Stage IA, alive, 616 days 6861.1
TCGA-56-8626-01A 59 years, male, white, stage:Stage IA, dead, 302 days 6762.8
TCGA-43-2576-01A 62 years, female, white, stage:Stage IIIA, alive, 1223 days 6737.6
TCGA-98-A53B-01A 69 years, male, white, stage:Stage IB, dead, 61 days 6621.7
TCGA-60-2715-01A 51 years, male, white, stage:Stage IA, dead, 1075 days 6610.4
TCGA-21-1082-01A 61 years, male, white, stage:Stage IB, alive, 3644 days 6582.8
TCGA-63-6202-01A male, stage:Stage IIA, alive, 1602 days 6564.0
TCGA-98-A53D-01A 68 years, male, white, stage:Stage IIB, dead, 645 days 6430.0
TCGA-98-A539-01A 63 years, male, white, stage:Stage IIB, alive, 173 days 6353.5
TCGA-85-A4QR-01A 67 years, male, white, stage:Stage IB, alive, 600 days 6171.4
TCGA-56-A4ZJ-01A 75 years, female, white, stage:Stage IA, alive, 640 days 6140.9
TCGA-22-4601-01A 73 years, female, white, stage:Stage IIIA, dead, 1057 days 6126.1
TCGA-56-8309-01A 66 years, male, white, stage:Stage IA, alive, 428 days 6090.3
TCGA-NC-A5HF-01A 74 years, male, white, stage:Stage IIIB, dead, 138 days 5797.5
TCGA-94-7943-01A 80 years, male, white, stage:Stage IA, alive, 559 days 5597.7
TCGA-NC-A5HR-01A 75 years, female, white, stage:Stage IIA, alive, 1244 days 5572.8
TCGA-96-8169-01A 67 years, female, white, stage:Stage IA, alive, 557 days 5315.0
TCGA-NC-A5HJ-01A 59 years, male, white, stage:Stage IIB, dead, 418 days 5250.2
TCGA-98-A53J-01A 77 years, male, white, stage:Stage IB, alive, 630 days 5224.0
TCGA-77-7335-01A 62 years, female, white, stage:Stage IIIB, dead, 2133 days 5120.7
TCGA-NC-A5HT-01A 69 years, male, white, stage:Stage IIIA, alive, 804 days 5065.5
TCGA-96-8170-01A 75 years, female, white, stage:Stage IIA, alive, 531 days 5039.6
TCGA-90-A59Q-01A 61 years, female, white, stage:Stage IIA, dead, 322 days 5015.6
TCGA-90-7964-01A 70 years, male, white, stage:Stage IB, alive, 428 days 5005.6
TCGA-21-A5DI-01A 77 years, male, white, stage:Stage IA, alive, 979 days 4973.4
TCGA-90-6837-01A 64 years, male, white, stage:Stage IIB, alive, 758 days 4971.7
TCGA-43-5668-01A 78 years, male, white, stage:Stage IIA, dead, 559 days 4953.6
TCGA-43-2578-01A 59 years, female, white, stage:Stage IA, dead, 684 days 4927.6
TCGA-56-8624-01A 84 years, male, white, stage:Stage IIB, alive, 420 days 4917.7
TCGA-22-A5C4-01A 70 years, male, white, stage:Stage IIA, alive, 671 days 4879.8
TCGA-58-8386-01A 75 years, male, stage:Stage IV, dead, 1 days 4871.2
TCGA-33-AASD-01A 83 years, male, black or african american, stage:Stage IA, dead, 2249 days 4831.2
TCGA-85-8354-01A 53 years, male, white, stage:Stage IB, alive, 995 days 4829.2
TCGA-56-5898-01A 69 years, male, white, stage:Stage IA, alive, 555 days 4792.9
TCGA-63-A5MI-01A 65 years, male, stage:Stage IIIA, alive, 1784 days 4746.4
TCGA-56-A49D-01A 67 years, male, white, stage:Stage IIIA, alive, 637 days 4657.4
TCGA-22-1005-01A 63 years, male, white, stage:Stage IA, dead, 1953 days 4641.5
TCGA-18-3409-01A 74 years, male, white, stage:Stage IA, alive, 3747 days 4536.0
TCGA-NC-A5HM-01A 76 years, male, white, stage:Stage IB, alive, 1212 days 4497.4
TCGA-39-5040-01A 59 years, male, white, stage:Stage IIIA, dead, 519 days 4360.3
TCGA-NC-A5HG-01A 59 years, male, white, stage:Stage IIIA, alive, 1963 days 4353.6
TCGA-22-1016-01A 65 years, male, white, stage:Stage IB, dead, 822 days 4343.0
TCGA-85-A4QQ-01A 68 years, male, white, stage:Stage IB, dead, 927 days 4324.7
TCGA-46-6025-01A 71 years, male, white, stage:Stage IIB, alive, 324 days 4317.7
TCGA-56-7731-01A 66 years, female, white, stage:Stage IB, dead, 3 days 4282.5
TCGA-85-8072-01A 60 years, male, white, stage:Stage IA, alive, 932 days 4278.4
TCGA-22-1017-01A 62 years, male, white, stage:Stage IA, dead, 1485 days 4269.0
TCGA-85-7696-01A 64 years, male, white, stage:Stage IA, alive, 1111 days 4143.0
TCGA-56-8625-01A 66 years, female, white, stage:Stage IIIA, dead, 315 days 4138.4
TCGA-63-7020-01A male, stage:Stage IA, alive, 2133 days 3986.1
TCGA-85-7710-01A 59 years, female, white, stage:Stage IA, alive, 42 days 3967.8
TCGA-21-1070-01A 60 years, female, black or african american, stage:Stage IIIA, alive, 3636 days 3943.4
TCGA-58-8393-01A 68 years, female, white, stage:Stage IB, alive, 1058 days 3912.9
TCGA-58-A46L-01A 73 years, male, white, stage:Stage IIIA, alive, 1723 days 3898.8
TCGA-43-8118-01A 55 years, female, white, stage:Stage IA, dead, 89 days 3879.0
TCGA-NC-A5HQ-01A 70 years, male, white, stage:Stage IIIA, dead, 448 days 3771.9
TCGA-85-A513-01A 60 years, female, asian, stage:Stage IA, alive, 910 days 3738.3
TCGA-60-2721-01A 73 years, male, white, stage:Stage IB, alive, 983 days 3726.5
TCGA-NC-A5HL-01A 73 years, male, white, stage:Stage IIA, dead, 88 days 3726.4
TCGA-56-7822-01A 75 years, male, black or african american, stage:Stage IIB, dead, 532 days 3705.1
TCGA-56-7582-01A 83 years, male, white, stage:Stage IB, alive, 601 days 3705.0
TCGA-33-AASB-01A 66 years, male, black or african american, stage:Stage IB, dead, 211 days 3703.9
TCGA-21-1081-01A 69 years, male, white, stage:Stage IIB, dead, 284 days 3684.1
TCGA-22-1011-01A 73 years, male, white, stage:Stage IB, dead, 53 days 3667.6
TCGA-56-8304-01A 73 years, female, white, stage:Stage IA, alive, 106 days 3629.4
TCGA-NK-A5CX-01A 73 years, male, white, stage:Stage IIA, alive, 111 days 3582.1
TCGA-58-A46J-01A 64 years, male, white, stage:Stage IIB, alive, 2589 days 3570.7
TCGA-98-A53H-01A 76 years, female, white, stage:Stage IA, alive, 618 days 3565.3
TCGA-98-A53C-01A 77 years, female, white, stage:Stage IA, alive, 822 days 3563.1
TCGA-85-8479-01A 66 years, male, white, stage:Stage IA, alive, 468 days 3557.1
TCGA-33-AASL-01A 57 years, female, black or african american, stage:Stage IA, dead, 826 days 3536.1
TCGA-21-1078-01A 77 years, male, white, stage:Stage IB, dead, 474 days 3510.8
TCGA-39-5027-01A 73 years, male, white, stage:Stage IB, alive, 3108 days 3465.8
TCGA-56-A4ZK-01A 76 years, female, white, stage:Stage IB, alive, 570 days 3443.8
TCGA-85-6798-01A 57 years, male, white, stage:Stage IIIA, dead, 195 days 3423.9
TCGA-46-3767-01A 76 years, male, white, stage:Stage IA, alive, 396 days 3400.6
TCGA-68-A59I-01A 73 years, female, black or african american, stage:Stage IIIA, alive, 492 days 3360.2
TCGA-NK-A5D1-01A 57 years, male, white, stage:Stage IIA, alive, 511 days 3355.9
TCGA-85-8350-01A 61 years, male, white, stage:Stage IA, alive, 683 days 3342.0
TCGA-63-7021-01A male, stage:Stage IA, alive, 2142 days 3311.7
TCGA-34-5927-01A 70 years, female, white, stage:Stage IA, alive, 1361 days 3281.5
TCGA-33-6738-01A 80 years, male, white, stage:Stage IIIA, alive, 1927 days 3249.9
TCGA-85-8052-01A 53 years, male, white, stage:Stage IIB, alive, 734 days 3242.4
TCGA-66-2785-01A 65 years, male, stage:Stage IB, alive, 60 days 3198.0
TCGA-43-8115-01A 72 years, female, white, stage:Stage IIA, alive, 407 days 3184.9
TCGA-NC-A5HD-01A 79 years, male, white, stage:Stage IIB, dead, 2 days 3102.9
TCGA-NC-A5HI-01A 68 years, female, white, stage:Stage IB, alive, 1743 days 3038.3
TCGA-92-7341-01A 71 years, male, white, stage:Stage IB, alive, 106 days 3038.2
TCGA-22-4596-01A 69 years, female, white, stage:Stage IB, dead, 17 days 3015.2
TCGA-33-4547-01A 68 years, male, white, stage:Stage IB, alive, 2419 days 3009.0
TCGA-60-2713-01A 64 years, male, white, stage:Stage IB, alive, 1731 days 2998.2
TCGA-39-5037-01A 65 years, male, white, stage:Stage IIA, alive, 1690 days 2989.6
TCGA-34-5232-01A 75 years, female, black or african american, stage:Stage IIA, alive, 2471 days 2969.3
TCGA-85-8352-01A 67 years, male, white, stage:Stage IIIA, dead, 161 days 2963.8
TCGA-22-0944-01A 61 years, male, white, stage:Stage IB, dead, 223 days 2961.7
TCGA-77-8131-01A 72 years, male, stage:Stage IB, dead, 383 days 2958.0
TCGA-O2-A52N-01A 78 years, male, white, stage:Stage I, dead, 1006 days 2951.5
TCGA-O2-A5IB-01A 71 years, female, white, stage:Stage III, dead, 340 days 2941.5
TCGA-XC-AA0X-01A 77 years, female, black or african american, stage:Stage IA, dead, 6 days 2901.2
TCGA-92-7340-01A 45 years, female, white, stage:Stage IIA, alive, 82 days 2897.4
TCGA-85-8580-01A 52 years, female, white, stage:Stage IB, alive, 1113 days 2871.5
TCGA-66-2786-01A 68 years, female, stage:Stage IA, alive, 790 days 2847.6
TCGA-56-A4BY-01A 66 years, male, white, stage:Stage IB, dead, 543 days 2843.3
TCGA-63-A5MV-01A 69 years, male, stage:Stage IIA, alive, 1100 days 2837.1
TCGA-63-A5MS-01A 78 years, male, stage:Stage IB, alive, 2381 days 2786.8
TCGA-21-1083-01A 75 years, male, white, stage:Stage IA, dead, 1315 days 2750.6
TCGA-56-8307-01A 55 years, female, white, stage:Stage IIB, alive, 818 days 2727.5
TCGA-56-8308-01A 79 years, male, white, stage:Stage IIB, alive, 517 days 2725.9
TCGA-NC-A5HP-01A 69 years, male, white, stage:Stage IV, dead, 770 days 2681.3
TCGA-O2-A52W-01A 63 years, male, black or african american, stage:Stage I, dead, 261 days 2653.5
TCGA-60-2696-01A 76 years, female, black or african american, stage:Stage IIA, dead, 109 days 2635.1
TCGA-66-2734-01A 62 years, female, stage:Stage IB, alive, 1311 days 2633.7
TCGA-92-8065-01A 74 years, female, white, stage:Stage IIB, alive, 70 days 2630.0
TCGA-43-6647-01A 69 years, female, white, stage:Stage IIB, alive, 757 days 2622.9
TCGA-52-7622-01A 62 years, female, white, stage:Stage IA, alive, 862 days 2610.0
TCGA-56-A4BX-01A 70 years, male, white, stage:Stage IIA, alive, 405 days 2605.5
TCGA-85-8582-01A 49 years, male, white, stage:Stage IA, alive, 1160 days 2564.1
TCGA-66-2781-01A 67 years, male, stage:Stage IB, alive, 121 days 2527.4
TCGA-22-4605-01A 78 years, female, stage:Stage IB, dead, 974 days 2494.1
TCGA-63-7022-01A female, stage:Stage IA, alive, 2073 days 2478.3
TCGA-63-A5ML-01A 68 years, male, stage:Stage IB, alive, 1386 days 2469.5
TCGA-37-4129-01A 52 years, female, white, stage:Stage IA, alive, 242 days 2439.1
TCGA-66-2770-01A 79 years, male, stage:Stage IB, alive, 700 days 2387.7
TCGA-43-2581-01A 47 years, female, white, stage:Stage IIIA, alive, 1176 days 2368.2
TCGA-56-8503-01A 76 years, female, white, stage:Stage IIB, alive, 41 days 2323.6
TCGA-22-4609-01A 81 years, male, white, stage:Stage IA, dead, 291 days 2320.3
TCGA-77-8156-01A 60 years, male, stage:Stage IB, alive, 1106 days 2311.9
TCGA-21-5783-01A 76 years, male, white, stage:Stage IB, dead, 2680 days 2304.1
TCGA-63-A5MR-01A 70 years, female, stage:Stage IB, alive, 2716 days 2298.5
TCGA-68-A59J-01A 74 years, female, white, stage:Stage IB, alive, 448 days 2284.3
TCGA-85-7697-01A 49 years, male, white, stage:Stage IIB, alive, 1063 days 2283.3
TCGA-77-8130-01A 69 years, male, stage:Stage IIB, alive, 4765 days 2280.6
TCGA-60-2707-01A 70 years, male, stage:Stage IB, dead, 667 days 2271.3
TCGA-34-8456-01A 71 years, female, white, stage:Stage IIA, alive, 804 days 2222.9
TCGA-51-4079-01A 73 years, female, black or african american, stage:Stage IB, dead, 12 days 2176.5
TCGA-77-6844-01A 74 years, male, white, stage:Stage IIIA, dead, 2284 days 2166.3
TCGA-22-5472-01A 67 years, male, white, stage:Stage IB, dead, 1975 days 2158.6
TCGA-85-A5B5-01A 58 years, male, white, stage:Stage IA, alive, 111 days 2155.7
TCGA-51-6867-01A 72 years, female, white, stage:Stage I, dead, 1856 days 2143.7
TCGA-33-4582-01A 55 years, male, white, stage:Stage IA, dead, 3149 days 2134.9
TCGA-66-2763-01A 63 years, female, stage:Stage IB, alive, 30 days 2132.9
TCGA-34-5929-01A 78 years, female, white, stage:Stage IB, dead, 151 days 2127.7
TCGA-21-5782-01A 68 years, female, white, stage:Stage IB, dead, 962 days 2118.2
TCGA-21-1076-01A 54 years, female, white, stage:Stage IB, alive, 1852 days 2115.5
TCGA-98-7454-01A 73 years, male, white, stage:Stage IB, alive, 652 days 2082.8
TCGA-77-6845-01A 69 years, male, white, stage:Stage IIB, dead, 708 days 2079.2
TCGA-85-8355-01A 63 years, male, white, stage:Stage IA, alive, 61 days 2063.4
TCGA-60-2698-01A 62 years, male, white, stage:Stage IIB, dead, 311 days 2052.6
TCGA-39-5036-01A 73 years, male, white, stage:Stage IB, alive, 2165 days 2045.4
TCGA-66-2789-01A 73 years, male, stage:Stage IIIB, dead, 123 days 2032.5
TCGA-56-A5DR-01A 81 years, male, white, stage:Stage IA, alive, 4 days 2019.5
TCGA-66-2793-01A 68 years, male, stage:Stage IIIB, dead, 306 days 2013.4
TCGA-60-2704-01A 73 years, male, white, stage:Stage IIB, dead, 1154 days 1997.6
TCGA-58-8388-01A 60 years, male, white, stage:Stage IB, dead, 412 days 1997.6
TCGA-18-3407-01A 72 years, male, asian, stage:Stage IB, dead, 136 days 1997.1
TCGA-90-A4ED-01A 69 years, male, white, stage:Stage IB, alive, 615 days 1995.8
TCGA-39-5019-01A 70 years, male, white, stage:Stage IB, alive, 3387 days 1983.7
TCGA-85-6560-01A 59 years, male, white, stage:Stage IIA, alive, 1259 days 1978.5
TCGA-18-3414-01A 73 years, male, asian, stage:Stage IV, dead, 716 days 1969.9
TCGA-77-7142-01A 59 years, female, white, stage:Stage IB, alive, 2227 days 1954.5
TCGA-66-2773-01A 69 years, male, stage:Stage IB, dead, 92 days 1954.2
TCGA-43-7657-01A 68 years, female, white, stage:Stage IA, alive, 236 days 1946.1
TCGA-94-A5I6-01A 62 years, male, white, stage:Stage IIB, alive, 538 days 1942.3
TCGA-85-8288-01A 70 years, male, white, stage:Stage IIA, dead, 402 days 1941.2
TCGA-63-A5MT-01A 74 years, male, stage:Stage IIB, alive, 498 days 1934.9
TCGA-22-4607-01A 75 years, male, white, stage:Stage IB, dead, 587 days 1908.2
TCGA-56-5897-01A 74 years, male, white, stage:Stage IA, alive, 378 days 1898.3
TCGA-85-A4CL-01A 65 years, male, white, stage:Stage IA, dead, 921 days 1892.1
TCGA-66-2783-01A 67 years, male, stage:Stage IIIB, alive, 759 days 1888.8
TCGA-22-4604-01A 73 years, male, white, stage:Stage IIA, dead, 399 days 1885.9
TCGA-56-7222-01A 60 years, male, white, stage:Stage IB, dead, 562 days 1872.9
TCGA-85-8276-01A 62 years, male, white, stage:Stage IIA, alive, 1050 days 1857.0
TCGA-18-3417-01A 65 years, male, stage:Stage IV, dead, 1097 days 1854.5
TCGA-46-3766-01A 62 years, female, white, stage:Stage IA, alive, 370 days 1848.5
TCGA-66-2753-01A 69 years, male, stage:Stage IB, alive, 31 days 1844.8
TCGA-85-6175-01A 63 years, female, white, stage:Stage IIB, dead, 294 days 1824.7
TCGA-66-2771-01A 60 years, male, stage:Stage IIB, alive, 578 days 1816.3
TCGA-85-8048-01A 62 years, male, white, stage:Stage IA, alive, 765 days 1806.2
TCGA-22-4595-01A 57 years, male, white, stage:Stage IIIA, dead, 734 days 1805.2
TCGA-66-2767-01A 62 years, male, stage:Stage IIIB, alive, 61 days 1791.7
TCGA-43-A56V-01A 61 years, male, black or african american, stage:Stage IIIA, alive, 366 days 1768.8
TCGA-33-AAS8-01A 59 years, female, black or african american, stage:Stage IA, dead, 1114 days 1767.4
TCGA-63-A5MY-01A 63 years, male, stage:Stage IA, alive, 1052 days 1765.2
TCGA-58-8391-01A 57 years, female, white, stage:Stage IIIA, alive, 2167 days 1747.1
TCGA-33-6737-01A 71 years, male, white, stage:Stage IIIA, dead, 601 days 1712.5
TCGA-63-A5MN-01A 78 years, female, stage:Stage IIB, dead, 345 days 1699.6
TCGA-56-1622-01A 58 years, male, white, stage:Stage IB, dead, 881 days 1687.7
TCGA-77-8008-01A 68 years, male, stage:Stage IB, dead, 2639 days 1673.8
TCGA-85-A50Z-01A 57 years, male, white, stage:Stage IIA, alive, 493 days 1668.4
TCGA-94-A4VJ-01A 71 years, female, white, stage:Stage IA, alive, 430 days 1653.8
TCGA-21-5784-01A 80 years, female, white, stage:Stage IB, alive, 1268 days 1648.8
TCGA-43-6770-01A 59 years, female, black or african american, stage:Stage IB, alive, 653 days 1636.8
TCGA-43-6143-01A 70 years, male, white, stage:Stage IB, alive, 699 days 1633.0
TCGA-77-8140-01A 66 years, female, stage:Stage IIB, dead, 351 days 1622.6
TCGA-NC-A5HK-01A 58 years, female, white, stage:Stage IIB, alive, 128 days 1617.6
TCGA-18-3408-01A 77 years, female, white, stage:Stage IB, dead, 2304 days 1611.7
TCGA-66-2777-01A 71 years, male, stage:Stage IB, alive, 61 days 1602.1
TCGA-NK-A5CT-01A 70 years, male, white, stage:Stage IA, alive, 1997 days 1599.4
TCGA-63-A5MB-01A 62 years, male, stage:Stage IB, alive, 3123 days 1599.2
TCGA-33-4587-01A 63 years, female, white, stage:Stage IB, dead, 1656 days 1597.9
TCGA-56-8622-01A 68 years, male, white, stage:Stage IB, alive, 55 days 1587.5
TCGA-34-2600-01A 76 years, female, white, stage:Stage IA, dead, 1874 days 1578.9
TCGA-60-2703-01A 73 years, male, white, stage:Stage IIB, dead, 2945 days 1575.7
TCGA-46-6026-01A 81 years, male, white, stage:Stage IIB, alive, 423 days 1573.9
TCGA-22-5473-01A 78 years, male, white, stage:'--, dead, 1933 days 1556.3
TCGA-66-2765-01A 64 years, male, stage:Stage IB, alive, 61 days 1551.0
TCGA-77-7141-01A 64 years, male, white, stage:Stage IB, alive, 15 days 1545.7
TCGA-77-7463-01A 75 years, male, white, stage:Stage IB, dead, 1423 days 1544.2
TCGA-66-2744-01A 71 years, male, stage:Stage IIB, alive, 30 days 1541.7
TCGA-39-5034-01A 73 years, female, white, stage:Stage IIB, dead, 1107 days 1534.9
TCGA-77-6843-01A 74 years, male, white, stage:Stage IIA, dead, 2224 days 1533.8
TCGA-60-2695-01A 74 years, female, white, stage:Stage IB, alive, 642 days 1530.6
TCGA-98-8020-01A 56 years, female, black or african american, stage:Stage IIIA, dead, 84 days 1521.2
TCGA-56-7730-01A 73 years, male, white, stage:Stage IIA, dead, 198 days 1516.8
TCGA-85-8049-01A 57 years, male, white, stage:Stage IB, alive, 579 days 1510.5
TCGA-60-2712-01A 79 years, female, white, stage:Stage IIB, dead, 274 days 1500.2
TCGA-21-1080-01A 66 years, male, white, stage:Stage IB, alive, 3724 days 1494.1
TCGA-63-A5MH-01A 68 years, male, stage:Stage IA, alive, 2026 days 1489.7
TCGA-18-4083-01A 63 years, male, white, stage:Stage IIB, dead, 188 days 1481.8
TCGA-43-A56U-01A 76 years, female, white, stage:Stage IA, alive, 432 days 1466.7
TCGA-60-2725-01A 74 years, male, white, stage:Stage IB, alive, 816 days 1452.6
TCGA-77-7465-01A 58 years, male, white, stage:Stage IIA, alive, 990 days 1441.1
TCGA-60-2719-01A 83 years, female, white, stage:Stage IB, alive, 1297 days 1441.0
TCGA-77-A5G1-01A 75 years, male, stage:Stage IIIA, alive, 4026 days 1429.5
TCGA-77-A5GA-01A 76 years, male, stage:Stage IB, alive, 1280 days 1429.4
TCGA-39-5011-01A 70 years, female, white, stage:Stage IA, alive, 4053 days 1427.3
TCGA-77-8154-01A 67 years, male, stage:Stage IA, alive, 1841 days 1403.5
TCGA-21-1071-01A 67 years, male, white, stage:Stage IB, dead, 1426 days 1401.8
TCGA-21-1077-01A 64 years, male, white, stage:Stage IIB, dead, 1058 days 1394.0
TCGA-68-7755-01A 60 years, female, white, stage:Stage IIA, alive, 83 days 1391.3
TCGA-58-A46K-01A 59 years, male, white, stage:Stage IIIA, dead, 1045 days 1390.0
TCGA-52-7811-01A 67 years, male, white, stage:Stage IB, dead, 266 days 1384.0
TCGA-56-8504-01A 74 years, male, white, stage:Stage IB, alive, 510 days 1382.6
TCGA-66-2782-01A 71 years, male, stage:Stage IIB, dead, 365 days 1373.7
TCGA-56-8082-01A 80 years, female, white, stage:Stage IIA, alive, 455 days 1354.5
TCGA-22-0940-01A 71 years, male, white, stage:Stage IIA, dead, 669 days 1338.4
TCGA-22-5471-01A 75 years, male, white, stage:Stage IB, alive, 1845 days 1336.6
TCGA-52-7809-01A 74 years, male, white, stage:Stage IB, dead, 166 days 1328.8
TCGA-56-A4BW-01A 55 years, male, white, stage:Stage IIA, alive, 585 days 1323.6
TCGA-NC-A5HE-01A 60 years, male, white, stage:Stage IIB, alive, 2336 days 1320.2
TCGA-68-8250-01A 66 years, male, black or african american, stage:Stage IA, alive, 244 days 1311.9
TCGA-NK-A5CR-01A 77 years, male, stage:Stage IB, alive, 2542 days 1310.3
TCGA-85-8584-01A 71 years, male, white, stage:Stage IIA, dead, 383 days 1304.5
TCGA-J1-A4AH-01A 70 years, male, white, stage:Stage IIA, alive, 581 days 1294.4
TCGA-22-5478-01A 79 years, male, stage:Stage IB, dead, 24 days 1285.0
TCGA-22-1000-01A 76 years, male, white, stage:Stage IB, dead, 454 days 1283.3
TCGA-77-8148-01A 68 years, male, stage:Stage IIIA, alive, 2023 days 1280.0
TCGA-33-4566-01A 40 years, male, white, stage:Stage IB, dead, 5287 days 1272.5
TCGA-96-7544-01A 83 years, male, white, stage:Stage IIB, dead, 2160 days 1270.8
TCGA-22-4613-01A 73 years, female, white, stage:Stage IA, dead, 358 days 1266.2
TCGA-77-A5G6-01A 66 years, male, stage:Stage IIIA, dead, 678 days 1263.3
TCGA-66-2780-01A 65 years, male, stage:Stage IB, dead, 366 days 1255.5
TCGA-34-5928-01A 83 years, female, white, stage:Stage IIB, alive, 1196 days 1255.5
TCGA-37-4141-01A 65 years, female, white, stage:Stage IA, alive, 12 days 1254.6
TCGA-66-2742-01A 70 years, male, stage:Stage IV, alive, 641 days 1248.6
TCGA-56-7579-01A 61 years, male, white, stage:Stage IIIA, dead, 951 days 1232.8
TCGA-39-5031-01A 76 years, female, stage:Stage IA, dead, 1841 days 1218.8
TCGA-39-5024-01A 65 years, female, white, stage:Stage IIIA, alive, 2510 days 1213.2
TCGA-34-7107-01A 70 years, male, white, stage:Stage II, dead, 34 days 1209.8
TCGA-22-5477-01A 65 years, male, white, stage:Stage IA, dead, 1346 days 1203.1
TCGA-77-A5FZ-01A 64 years, male, stage:Stage IIIB, dead, 3838 days 1202.6
TCGA-22-1012-01A 80 years, female, white, stage:Stage IB, dead, 429 days 1192.2
TCGA-43-A475-01A 67 years, female, white, stage:Stage IIB, alive, 296 days 1190.6
TCGA-60-2714-01A 66 years, female, white, stage:Stage IIB, alive, 1531 days 1190.2
TCGA-85-A53L-01A 63 years, male, asian, stage:Stage IIA, alive, 377 days 1189.9
TCGA-77-8146-01A 72 years, male, stage:Stage IA, alive, 3189 days 1178.6
TCGA-39-5022-01A 76 years, male, white, stage:Stage IB, dead, 1679 days 1175.5
TCGA-21-1079-01A 71 years, male, white, stage:Stage IIIA, dead, 965 days 1174.5
TCGA-66-2787-01A 57 years, male, stage:Stage IA, alive, 1217 days 1170.1
TCGA-63-A5MW-01A 76 years, male, stage:Stage IB, alive, 1639 days 1170.1
TCGA-22-5481-01A 72 years, female, white, stage:Stage IIB, dead, 2409 days 1163.7
TCGA-56-6545-01A 77 years, female, white, stage:Stage IB, alive, 666 days 1159.4
TCGA-66-2790-01A 72 years, male, stage:Stage IIB, alive, 699 days 1156.9
TCGA-58-8390-01A 70 years, male, white, stage:Stage IIA, alive, 911 days 1152.4
TCGA-85-A50M-01A 47 years, male, asian, stage:Stage IIA, dead, 826 days 1151.5
TCGA-58-8392-01A 70 years, male, white, stage:Stage IB, dead, 501 days 1148.5
TCGA-77-8145-01A 73 years, male, stage:Stage IIIB, dead, 212 days 1147.1
TCGA-92-8064-01A 58 years, male, white, stage:'--, alive, 160 days 1145.1
TCGA-43-7656-01A 71 years, male, white, stage:Stage IA, alive, 596 days 1142.7
TCGA-63-A5MM-01A 69 years, female, stage:Stage IIB, dead, 456 days 1137.5
TCGA-63-A5MP-01A 56 years, male, stage:Stage IIB, alive, 769 days 1118.7
TCGA-43-3394-01A 52 years, male, black or african american, stage:Stage IB, dead, 1190 days 1114.3
TCGA-90-7766-01A 66 years, female, white, stage:Stage IA, alive, 289 days 1113.4
TCGA-33-AASI-01A 65 years, female, black or african american, stage:Stage IIB, dead, 1344 days 1111.1
TCGA-56-7223-01A 66 years, male, white, stage:Stage IIIA, dead, 442 days 1109.8
TCGA-66-2769-01A 75 years, male, stage:Stage IIIB, dead, 215 days 1103.3
TCGA-94-7557-01A 73 years, male, black or african american, stage:Stage IB, dead, 5 days 1093.9
TCGA-33-4538-01A 66 years, male, white, stage:Stage IIIA, dead, 2979 days 1092.3
TCGA-22-4593-01A 77 years, male, white, stage:Stage IIA, dead, 1067 days 1087.9
TCGA-77-7138-01A 67 years, male, stage:Stage IB, dead, 340 days 1082.4
TCGA-77-8143-01A 76 years, male, stage:Stage IIIA, dead, 803 days 1081.9
TCGA-33-4533-01A 76 years, female, black or african american, stage:Stage IB, alive, 4068 days 1078.1
TCGA-18-3416-01A 83 years, male, stage:Stage IIB, dead, 973 days 1069.5
TCGA-77-7338-01A 64 years, male, white, stage:Stage IB, dead, 5 days 1062.4
TCGA-39-5030-01A 81 years, female, asian, stage:Stage IIIA, dead, 59 days 1057.3
TCGA-77-8138-01A 74 years, male, stage:Stage IB, dead, 539 days 1055.5
TCGA-98-A53A-01A 70 years, male, black or african american, stage:Stage IB, dead, 552 days 1052.1
TCGA-60-2708-01A 64 years, female, white, stage:Stage IIB, alive, 2447 days 1050.6
TCGA-94-A5I4-01A 61 years, male, white, stage:Stage IIA, alive, 491 days 1042.3
TCGA-60-2710-01A 67 years, female, white, stage:Stage IIA, alive, 2024 days 1041.7
TCGA-66-2768-01A 57 years, male, stage:Stage IIB, alive, 61 days 1038.8
TCGA-85-A512-01A 46 years, male, white, stage:Stage IIA, alive, 465 days 1034.4
TCGA-60-2716-01A 39 years, male, stage:Stage IIB, alive, 1475 days 1032.0
TCGA-60-2726-01A 56 years, male, white, stage:Stage IIA, dead, 358 days 1031.2
TCGA-21-5787-01A 65 years, male, black or african american, stage:Stage IIIA, dead, 329 days 1030.7
TCGA-43-3920-01A 71 years, male, white, stage:Stage IB, alive, 1007 days 1025.1
TCGA-22-5474-01A 74 years, male, white, stage:Stage IB, dead, 445 days 1020.0
TCGA-60-2697-01A 41 years, male, white, stage:Stage IIA, dead, 372 days 1017.7
TCGA-39-5028-01A 75 years, male, white, stage:Stage IIIA, dead, 52 days 1017.6
TCGA-85-A4JB-01A 74 years, male, white, stage:Stage IIB, alive, 942 days 1015.7
TCGA-85-8664-01A 73 years, male, white, stage:Stage IIB, dead, 550 days 1015.3
TCGA-37-A5EN-01A 59 years, male, white, stage:Stage IIIB, alive, 660 days 1010.2
TCGA-98-A53I-01A 64 years, male, white, stage:Stage IIA, alive, 565 days 1009.1
TCGA-39-5021-01A 70 years, male, white, stage:Stage IB, dead, 2086 days 1008.9
TCGA-43-A474-01A 66 years, male, white, stage:Stage IIA, alive, 353 days 1003.8
TCGA-21-1072-01A 75 years, male, white, stage:Stage IB, alive, 3016 days 1003.3
TCGA-34-2596-01A 70 years, male, white, stage:Stage IIB, dead, 80 days 1003.2
TCGA-66-2758-01A 71 years, male, stage:Stage IB, alive, 639 days 989.2
TCGA-66-2792-01A 58 years, male, stage:Stage IIB, alive, 913 days 986.1
TCGA-66-2800-01A 70 years, male, stage:Stage IIIB, alive, 1492 days 980.2
TCGA-85-8353-01A 72 years, male, white, stage:Stage IIIA, dead, 94 days 958.0
TCGA-77-8136-01A 74 years, female, stage:Stage IIB, dead, 1189 days 945.9
TCGA-85-7698-01A 48 years, male, white, stage:Stage IA, alive, 952 days 935.6
TCGA-77-8153-01A 77 years, female, stage:Stage IB, alive, 1992 days 935.0
TCGA-NK-A7XE-01A 66 years, male, black or african american, stage:Stage IIIB, alive, 13 days 922.9
TCGA-34-5236-01A 60 years, male, white, stage:Stage IIB, dead, 276 days 917.9
TCGA-NC-A5HH-01A 53 years, male, white, stage:Stage IA, alive, 37 days 913.0
TCGA-77-8007-01A 68 years, male, stage:Stage IIB, dead, 198 days 907.2
TCGA-85-6561-01A 66 years, male, white, stage:Stage IB, alive, 1224 days 900.4
TCGA-22-5482-01A 81 years, male, white, stage:Stage IB, dead, 357 days 897.1
TCGA-68-8251-01A 78 years, male, white, stage:Stage IB, alive, 406 days 894.1
TCGA-56-8083-01A 56 years, male, white, stage:Stage IB, alive, 150 days 893.8
TCGA-60-2709-01A 69 years, male, black or african american, stage:Stage IB, alive, 1505 days 893.4
TCGA-66-2737-01A 72 years, male, stage:Stage IIB, alive, 61 days 892.0
TCGA-22-4591-01A 80 years, male, white, stage:Stage IIIA, dead, 623 days 889.2
TCGA-56-8629-01A 63 years, male, white, stage:Stage IIA, alive, 481 days 888.5
TCGA-33-4532-01A 68 years, male, white, stage:Stage IB, dead, 3924 days 866.5
TCGA-22-4599-01A 73 years, female, white, stage:Stage IB, dead, 1161 days 864.2
TCGA-85-A4JC-01A 84 years, male, white, stage:Stage IIA, dead, 604 days 863.0
TCGA-33-4583-01A 73 years, male, white, stage:Stage IA, dead, 4601 days 861.8
TCGA-85-8666-01A 65 years, male, white, stage:Stage IB, dead, 687 days 861.6
TCGA-68-7756-01A 84 years, male, white, stage:Stage IIIA, alive, 202 days 855.2
TCGA-39-5035-01A 72 years, female, white, stage:Stage IA, alive, 2080 days 849.1
TCGA-98-8023-01A 70 years, male, white, stage:Stage IIIA, alive, 649 days 847.8
TCGA-77-A5G3-01A 63 years, male, stage:Stage IIB, alive, 4570 days 841.0
TCGA-52-7810-01A 60 years, female, white, stage:Stage IIB, alive, 923 days 837.2
TCGA-LA-A446-01A 68 years, male, white, stage:Stage IA, alive, 401 days 828.8
TCGA-39-5029-01A 67 years, male, white, stage:Stage IIIA, dead, 740 days 825.2
TCGA-43-7658-01A 75 years, female, white, stage:Stage IA, dead, 2378 days 823.4
TCGA-34-8454-01A 62 years, female, white, stage:Stage IIIA, alive, 1180 days 816.5
TCGA-L3-A524-01A 45 years, female, white, stage:Stage IIB, dead, 490 days 816.3
TCGA-58-A46M-01A 61 years, male, white, stage:Stage IIB, alive, 1072 days 812.4
TCGA-85-8351-01A 72 years, male, white, stage:Stage IIA, alive, 510 days 811.7
TCGA-77-A5GH-01A 81 years, male, stage:Stage IB, alive, 1182 days 808.5
TCGA-22-5479-01A 64 years, male, white, stage:Stage IB, dead, 2625 days 794.2
TCGA-77-A5GF-01A 70 years, male, stage:Stage IIA, dead, 840 days 790.3
TCGA-85-8481-01A 70 years, male, white, stage:Stage IIB, dead, 236 days 784.9
TCGA-85-A510-01A 74 years, female, white, stage:Stage IIB, alive, 482 days 783.4
TCGA-O2-A52Q-01A 44 years, female, white, stage:Stage III, dead, 113 days 775.2
TCGA-43-6771-01A 85 years, male, white, stage:Stage IB, dead, 166 days 771.9
TCGA-18-4721-01A 74 years, male, white, stage:Stage IA, alive, 4694 days 769.8
TCGA-77-8133-01A 74 years, male, stage:Stage IIA, dead, 1640 days 769.7
TCGA-34-8455-01A 67 years, male, white, stage:Stage IV, dead, 123 days 767.5
TCGA-18-5592-01A 57 years, male, stage:Stage IIB, alive, 1519 days 760.5
TCGA-60-2706-01A 58 years, male, white, stage:Stage IA, alive, 2820 days 757.7
TCGA-66-2756-01A 68 years, male, stage:Stage IIIB, alive, 30 days 740.8
TCGA-34-2608-01A 84 years, male, white, stage:Stage IB, dead, 1000 days 740.0
TCGA-43-8116-01A 73 years, male, white, stage:Stage IA, alive, 358 days 735.0
TCGA-22-5492-01A 73 years, female, stage:Stage IIIA, dead, 506 days 721.7
TCGA-18-3410-01A 81 years, male, stage:Stage IIB, dead, 146 days 718.1
TCGA-66-2766-01A 54 years, male, stage:Stage IIIA, alive, 31 days 713.7
TCGA-85-7844-01A 71 years, male, white, stage:Stage IB, alive, 911 days 712.9
TCGA-77-7337-01A 65 years, male, white, stage:Stage IIB, dead, 3253 days 711.8
TCGA-34-5231-01A 72 years, male, white, stage:Stage IA, dead, 1984 days 708.3
TCGA-51-4081-01A 55 years, male, white, stage:Stage IIB, alive, 911 days 703.3
TCGA-33-AASJ-01A 60 years, male, black or african american, stage:Stage IB, dead, 3600 days 690.8
TCGA-33-4586-01A 57 years, male, white, stage:Stage IIIA, dead, 428 days 679.2
TCGA-18-3406-01A 67 years, male, white, stage:Stage IA, dead, 371 days 677.6
TCGA-21-5786-01A 64 years, male, white, stage:Stage IB, alive, 1032 days 675.5
TCGA-22-5485-01A 58 years, female, white, stage:Stage IA, dead, 916 days 664.6
TCGA-NC-A5HO-01A 70 years, female, white, stage:Stage IIIA, alive, 1336 days 663.4
TCGA-77-7139-01A 56 years, male, white, stage:Stage IIB, alive, 4261 days 663.4
TCGA-94-8035-01A 64 years, male, white, stage:Stage IIB, alive, 122 days 657.6
TCGA-77-8150-01A 64 years, male, stage:Stage IIIA, dead, 1655 days 651.8
TCGA-70-6723-01A 65 years, male, asian, stage:Stage IIA, alive, 375 days 649.5
TCGA-MF-A522-01A 54 years, male, white, stage:Stage IB, dead, 360 days 649.2
TCGA-85-7950-01A 46 years, male, white, stage:Stage IB, alive, 576 days 645.2
TCGA-37-3783-01A 51 years, male, white, stage:Stage IIIA, alive, 122 days 643.6
TCGA-63-7023-01A male, stage:Stage IIA, alive, 1682 days 642.2
TCGA-77-8128-01A 60 years, male, stage:Stage IIIA, dead, 1150 days 632.9
TCGA-39-5039-01A 76 years, male, white, stage:Stage IIA, dead, 544 days 629.7
TCGA-37-A5EM-01A 49 years, male, white, stage:Stage II, alive, 867 days 626.2
TCGA-18-3415-01A 77 years, male, stage:Stage IB, dead, 2803 days 625.8
TCGA-85-A511-01A 62 years, male, white, stage:Stage IIB, dead, 455 days 624.6
TCGA-85-8277-01A 70 years, male, white, stage:Stage IIIA, dead, 307 days 617.8
TCGA-66-2778-01A 68 years, female, stage:Stage IIIB, alive, 578 days 614.5
TCGA-66-2788-01A 56 years, male, stage:Stage IB, alive, 699 days 611.5
TCGA-56-A62T-01A 78 years, male, black or african american, stage:Stage IIA, alive, 440 days 602.1
TCGA-90-A4EE-01A 53 years, male, white, stage:Stage IIA, alive, 688 days 591.9
TCGA-NC-A5HN-01A 77 years, male, white, stage:Stage IIA, alive, 1499 days 569.1
TCGA-43-5670-01A 70 years, male, white, stage:Stage IIA, alive, 849 days 567.0
TCGA-37-3789-01A 65 years, male, white, stage:Stage IB, alive, 13 days 559.6
TCGA-56-8201-01A 74 years, male, white, stage:Stage IIB, dead, 397 days 553.3
TCGA-94-8491-01A 73 years, male, white, stage:Stage IIA, alive, 810 days 548.4
TCGA-22-5491-01A 74 years, male, white, stage:Stage IA, dead, 1713 days 541.2
TCGA-96-A4JL-01A 78 years, female, asian, stage:Stage IIA, alive, 842 days 539.5
TCGA-77-8009-01A 68 years, male, stage:Stage IIB, dead, 1695 days 538.4
TCGA-21-1075-01A 57 years, male, white, stage:Stage IIB, alive, 2134 days 538.3
TCGA-92-8063-01A 52 years, male, white, stage:Stage IIIA, alive, 122 days 537.6
TCGA-94-8490-01A 70 years, male, white, stage:Stage IIB, alive, 153 days 532.9
TCGA-18-4086-01A 64 years, male, stage:Stage IB, dead, 85 days 531.4
TCGA-58-A46N-01A 52 years, male, white, stage:Stage IB, alive, 910 days 529.8
TCGA-63-A5MJ-01A 54 years, male, stage:Stage IIB, alive, 1824 days 527.0
TCGA-34-5241-01A 79 years, male, white, stage:Stage IB, dead, 515 days 521.2
TCGA-66-2757-01A 65 years, female, stage:Stage IA, dead, 1338 days 520.8
TCGA-66-2727-01A 55 years, female, stage:Stage IB, dead, 516 days 518.5
TCGA-66-2791-01A 66 years, male, stage:Stage IIIB, dead, 153 days 509.4
TCGA-85-8287-01A 72 years, male, white, stage:Stage IA, dead, 23 days 501.1
TCGA-O2-A52V-01A 75 years, female, black or african american, stage:Stage II, dead, 1335 days 500.3
TCGA-60-2720-01A 60 years, female, white, stage:Stage IB, alive, 97 days 495.5
TCGA-77-8139-01A 72 years, male, stage:Stage IIB, alive, 3166 days 492.3
TCGA-77-6842-01A 79 years, male, white, stage:Stage IIB, dead, 899 days 485.4
TCGA-22-4594-01A 60 years, female, stage:Stage IIIA, dead, 1470 days 476.2
TCGA-96-A4JK-01A 65 years, male, white, stage:Stage IIA, alive, 589 days 473.8
TCGA-18-3412-01A 52 years, male, white, stage:Stage IB, dead, 345 days 473.7
TCGA-98-A538-01A 67 years, male, white, stage:Stage IIB, alive, 826 days 468.7
TCGA-60-2723-01A 74 years, female, white, stage:Stage IB, alive, 1092 days 466.5
TCGA-37-A5EL-01A 53 years, male, white, stage:Stage IIB, dead, 1143 days 466.4
TCGA-90-7769-01A 55 years, male, white, stage:Stage IIB, alive, 358 days 465.4
TCGA-18-5595-01A 50 years, male, stage:Stage IB, dead, 827 days 463.9
TCGA-22-5489-01A 64 years, male, white, stage:Stage IA, dead, 1912 days 459.2
TCGA-66-2755-01A 63 years, male, stage:Stage IB, alive, 28 days 455.4
TCGA-46-3768-01A 58 years, male, white, stage:Stage IIIA, dead, 299 days 453.5
TCGA-77-7140-01A 69 years, female, white, stage:Stage IIB, dead, 632 days 453.5
TCGA-34-5234-01A 71 years, female, white, stage:Stage IA, alive, 2271 days 438.7
TCGA-37-5819-01A 64 years, male, white, stage:Stage IIIA, alive, 103 days 435.7
TCGA-46-3765-01A 59 years, female, white, stage:Stage IA, alive, 405 days 434.4
TCGA-66-2754-01A 67 years, male, stage:Stage IIIA, alive, 61 days 431.0
TCGA-34-5240-01A 73 years, female, white, stage:Stage IIB, alive, 1541 days 429.5
TCGA-33-A4WN-01A 60 years, male, white, stage:Stage IB, dead, 143 days 429.3
TCGA-37-4132-01A 61 years, female, white, stage:Stage IV, alive, 227 days 429.0
TCGA-85-7699-01A 73 years, male, white, stage:Stage IIIA, dead, 1001 days 418.5
TCGA-18-3411-01A 63 years, female, stage:Stage IIIA, alive, 3576 days 417.0
TCGA-77-8144-01A 70 years, male, stage:Stage IB, alive, 833 days 399.6
TCGA-70-6722-01A 47 years, male, asian, stage:Stage IIIA, alive, 367 days 389.1
TCGA-66-2794-01A 64 years, male, stage:Stage IIIB, alive, 1645 days 385.7
TCGA-56-8305-01A 72 years, male, white, stage:Stage IB, alive, 105 days 375.1
TCGA-60-2722-01A 66 years, male, white, stage:Stage IIB, alive, 908 days 366.9
TCGA-34-5239-01A 75 years, male, white, stage:Stage IIIA, alive, 1834 days 366.8
TCGA-18-3419-01A 73 years, male, stage:Stage IIB, alive, 2811 days 361.7
TCGA-60-2711-01A 64 years, female, white, stage:Stage IB, alive, 1260 days 356.5
TCGA-22-5480-01A 66 years, female, white, stage:Stage IA, dead, 2170 days 354.9
TCGA-58-8387-01A 60 years, male, white, stage:Stage IIA, dead, 403 days 353.9
TCGA-85-7843-01A 50 years, male, white, stage:Stage IIA, alive, 35 days 350.1
TCGA-43-6773-01A 76 years, male, white, stage:Stage IIB, dead, 116 days 348.4
TCGA-O2-A52S-01A 57 years, female, white, stage:Stage III, dead, 387 days 342.9
TCGA-60-2724-01A 47 years, male, white, stage:Stage IIIA, alive, 717 days 329.1
TCGA-66-2795-01A 68 years, male, stage:Stage IIIB, alive, 122 days 325.7
TCGA-18-3421-01A 65 years, male, white, stage:Stage IB, alive, 2645 days 312.1
TCGA-22-5483-01A 74 years, male, white, stage:Stage IIA, dead, 573 days 302.6
TCGA-39-5016-01A 44 years, male, white, stage:Stage IIA, alive, 3850 days 296.5
TCGA-90-7767-01A 56 years, male, white, stage:Stage IIB, alive, 89 days 283.9
TCGA-33-4589-01A 62 years, female, white, stage:Stage IIB, dead, 47 days 280.7
TCGA-85-8071-01A 52 years, male, white, stage:Stage IIA, alive, 815 days 277.2
TCGA-85-A4CN-01A 56 years, female, white, stage:Stage IIB, alive, 1038 days 262.9
TCGA-52-7812-01A 68 years, male, white, stage:'--, dead, 835 days 258.0
TCGA-LA-A7SW-01A 71 years, male, black or african american, stage:Stage IIIA, dead, 408 days 251.9
TCGA-37-4133-01A 63 years, male, white, stage:Stage IIIA, alive, 238 days 224.9
TCGA-37-4130-01A 56 years, male, white, stage:Stage IA, alive, 247 days 216.0
TCGA-46-3769-01A 57 years, male, white, stage:'--, alive, 135 days 203.6
TCGA-66-2759-01A 66 years, male, stage:Stage IIIA, alive, 762 days 176.8
TCGA-37-3792-01A 69 years, male, white, stage:Stage IB, alive, 12 days 175.2
TCGA-85-8070-01A 71 years, male, white, stage:Stage IB, alive, 960 days 168.2
TCGA-51-4080-01A 65 years, male, black or african american, stage:Stage IIIB, dead, 12 days 151.5
TCGA-37-4135-01A 68 years, male, white, stage:Stage IB, alive, 207 days 140.2
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.

MT-ND6 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.

: 1977.27
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 1529.5
Number of samples 68
Samples
Sample Description pTPM
L472 71 years, male, stage:Stage IB, dead, 423 days 3910.1
L864 66 years, female, stage:Stage IA, alive, 2192 days 3712.1
L758 84 years, male, stage:Stage IA, dead, 1562 days 3445.4
L817 76 years, female, stage:Stage IIIA, dead, 1279 days 3061.6
L886 71 years, male, stage:Stage IB, dead, 1932 days 2905.7
L858 69 years, female, stage:Stage IIB, dead, 558 days 2803.2
L406 64 years, male, stage:Stage IA, alive, 3057 days 2567.2
L442 75 years, female, stage:Stage IB, dead, 2433 days 2541.7
L884 71 years, male, stage:Stage IIA, alive, 1627 days 2500.0
L736 67 years, male, stage:Stage IA, dead, 1195 days 2462.4
L715 69 years, female, stage:Stage IIIA, dead, 150 days 2453.9
L650 69 years, female, stage:Stage IB, dead, 986 days 2393.9
L760 80 years, male, stage:Stage IIA, alive, 1895 days 2375.5
L719 63 years, male, stage:Stage IB, alive, 1615 days 2324.0
L712 61 years, male, stage:Stage IA, alive, 1698 days 2314.1
L818 67 years, male, stage:Stage IB, alive, 2480 days 2167.9
L652 82 years, male, stage:Stage IA, dead, 5 days 2133.6
L744 75 years, male, stage:Stage IA, alive, 1614 days 2126.3
L642 67 years, male, stage:Stage IB, dead, 1167 days 2005.4
L857 69 years, male, stage:Stage IB, dead, 226 days 1978.8
L860 77 years, male, stage:Stage IA, alive, 2056 days 1975.8
L534 66 years, male, stage:Stage IIA, alive, 2693 days 1892.0
L572 58 years, male, stage:Stage IA, alive, 2532 days 1768.9
L444 74 years, female, stage:Stage IIB, alive, 3337 days 1750.1
L490 58 years, male, stage:Stage IA, dead, 716 days 1739.5
L788 54 years, female, stage:Stage IA, alive, 3385 days 1516.9
L824 70 years, male, stage:Stage IA, dead, 665 days 1493.6
L747 74 years, female, stage:Stage IA, dead, 1112 days 1476.8
L459 75 years, male, stage:Stage IIA, alive, 3181 days 1445.7
L658 65 years, female, stage:Stage IIB, alive, 2083 days 1424.8
L456 48 years, male, stage:Stage IIA, dead, 1660 days 1379.7
L755 82 years, male, stage:Stage IIA, dead, 227 days 1374.8
L592 61 years, male, stage:Stage IB, alive, 2368 days 1365.0
L854 62 years, female, stage:Stage IB, alive, 2256 days 1332.5
L751 59 years, female, stage:Stage IIIA, alive, 1600 days 1332.2
L470 78 years, female, stage:Stage IB, dead, 1774 days 1311.2
L529 79 years, female, stage:Stage IA, alive, 2775 days 1233.5
L644 67 years, male, stage:Stage IA, dead, 282 days 1218.5
L468 53 years, male, stage:Stage IB, alive, 3004 days 1175.3
L655 62 years, male, stage:Stage IIA, dead, 1603 days 1157.4
L856 69 years, male, stage:Stage IA, dead, 1465 days 1088.9
L447 67 years, male, stage:Stage IIB, alive, 3203 days 1063.3
L452 62 years, male, stage:Stage IIIA, dead, 3115 days 1060.6
L661 66 years, male, stage:Stage IA, dead, 1123 days 1055.8
L685 71 years, female, stage:Stage IIB, alive, 1944 days 1043.5
L604 67 years, male, stage:Stage IIA, dead, 286 days 1013.3
L488 61 years, female, stage:Stage IIA, alive, 2993 days 1009.6
L466 65 years, female, stage:Stage IIIA, dead, 412 days 990.9
L586 67 years, male, stage:Stage IIA, dead, 784 days 981.0
L420 57 years, female, stage:Stage IIB, dead, 295 days 953.3
L820 73 years, female, stage:Stage IA, alive, 2405 days 948.8
L559 72 years, male, stage:Stage IIB, alive, 2615 days 932.4
L881 70 years, male, stage:Stage IB, alive, 1752 days 886.1
L483 65 years, male, stage:Stage IB, dead, 77 days 832.6
L457 46 years, female, stage:Stage IIA, alive, 2901 days 816.7
L563 61 years, female, stage:Stage IIB, dead, 1216 days 809.1
L723 67 years, male, stage:Stage IIA, dead, 433 days 798.7
L739 49 years, female, stage:Stage IIIA, dead, 352 days 740.9
L753 61 years, male, stage:Stage IIA, alive, 1705 days 718.2
L568 77 years, female, stage:Stage IIB, dead, 71 days 670.7
L608 73 years, male, stage:Stage IA, alive, 2350 days 600.7
L852 64 years, male, stage:Stage IB, dead, 700 days 591.8
L756 72 years, male, stage:Stage IB, alive, 1796 days 582.8
L496 77 years, male, stage:Stage IB, alive, 2761 days 581.0
L464 66 years, male, stage:Stage IB, dead, 1935 days 573.7
L633 77 years, female, stage:Stage IA, alive, 2102 days 479.3
L767 67 years, male, stage:Stage IA, alive, 1718 days 474.2
L539 78 years, male, stage:Stage IB, dead, 370 days 162.4
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