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  • MT-CO1
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 PROTEIN EXPRESSION
ANTIBODIES
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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-CO1 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.

: 15072.4
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 14019.0
Number of samples 497
Samples
Sample Description pTPM
TCGA-78-7166-01A 84 years, male, white, stage:Stage IIB, dead, 258 days 62525.8
TCGA-62-8397-01A 70 years, female, white, stage:Stage IIB, alive, 1289 days 59678.7
TCGA-NJ-A4YF-01A 50 years, female, black or african american, stage:Stage IA, alive, 2161 days 46944.3
TCGA-49-AARQ-01A 41 years, female, black or african american, stage:Stage I, alive, 6732 days 42672.6
TCGA-44-A4SU-01A 67 years, female, white, stage:Stage IA, dead, 409 days 42389.0
TCGA-55-7728-01A 64 years, female, white, stage:Stage IB, alive, 704 days 42366.7
TCGA-78-7535-01A 45 years, male, white, stage:Stage IB, dead, 949 days 40103.4
TCGA-55-A4DG-01A 71 years, male, white, stage:Stage IA, alive, 608 days 39615.2
TCGA-49-4512-01A 69 years, female, white, stage:Stage IIIA, dead, 905 days 39603.6
TCGA-95-A4VP-01A 66 years, female, white, stage:Stage IIIA, alive, 605 days 39484.6
TCGA-NJ-A55R-01A 67 years, male, white, stage:Stage IA, alive, 603 days 37665.1
TCGA-55-6981-01A 53 years, female, white, stage:Stage IIIA, dead, 1379 days 36699.4
TCGA-62-A46R-01A 54 years, female, white, stage:Stage IB, dead, 1725 days 36514.7
TCGA-55-8510-01A 55 years, female, white, stage:Stage IB, alive, 539 days 36087.5
TCGA-49-AAR2-01A 64 years, male, black or african american, stage:Stage IB, alive, 2224 days 35344.1
TCGA-53-A4EZ-01A 63 years, male, white, stage:Stage IIA, alive, 1071 days 34366.8
TCGA-50-5051-01A 42 years, female, white, stage:Stage IIIA, dead, 478 days 34032.6
TCGA-55-7724-01A 76 years, female, white, stage:Stage IB, alive, 705 days 33520.1
TCGA-J2-A4AD-01A 61 years, female, white, stage:Stage IA, dead, 550 days 32971.3
TCGA-62-A470-01A 84 years, male, white, stage:Stage IB, dead, 1194 days 32810.5
TCGA-97-7937-01A 65 years, male, white, stage:Stage IB, alive, 564 days 32549.4
TCGA-53-7813-01A 51 years, female, white, stage:Stage IIIB, alive, 424 days 32254.8
TCGA-75-7025-01A male, stage:Stage IB, alive, 3305 days 32252.4
TCGA-55-A491-01A 81 years, female, white, stage:Stage IA, alive, 626 days 31836.0
TCGA-69-7760-01A 73 years, male, white, stage:Stage IIB, alive, 202 days 31555.8
TCGA-97-8552-01A 55 years, female, white, stage:Stage I, alive, 626 days 31549.7
TCGA-NJ-A55O-01A 56 years, female, white, stage:Stage IIA, alive, 13 days 31333.1
TCGA-97-A4M5-01A 83 years, male, white, stage:Stage IA, alive, 634 days 30096.4
TCGA-55-8514-01A 70 years, female, black or african american, stage:Stage IB, alive, 520 days 30011.5
TCGA-55-8619-01A 72 years, female, white, stage:Stage IIB, alive, 416 days 29912.4
TCGA-49-AAR3-01A 69 years, male, black or african american, stage:Stage IIB, alive, 1893 days 29511.0
TCGA-78-7540-01A 66 years, female, white, stage:Stage IB, dead, 1197 days 29207.3
TCGA-MN-A4N4-01A 57 years, male, white, stage:Stage IA, alive, 1175 days 28979.9
TCGA-97-A4M2-01A 66 years, male, white, stage:Stage IA, alive, 624 days 28830.0
TCGA-MP-A4TD-01A 71 years, male, white, stage:Stage IIIA, dead, 307 days 28780.4
TCGA-MN-A4N5-01A 63 years, male, white, stage:Stage IA, alive, 84 days 28376.2
TCGA-44-5644-01A 51 years, female, white, stage:Stage IB, alive, 863 days 28307.3
TCGA-97-8171-01A 81 years, male, asian, stage:Stage IV, alive, 568 days 28133.7
TCGA-L9-A7SV-01A 69 years, male, black or african american, stage:Stage IIA, alive, 565 days 27837.3
TCGA-55-8615-01A 67 years, male, white, stage:Stage IIIA, alive, 446 days 27741.5
TCGA-MP-A4T7-01A 75 years, female, stage:Stage IV, dead, 167 days 27656.8
TCGA-97-8547-01A 78 years, female, stage:Stage IIIA, alive, 657 days 27565.1
TCGA-62-A471-01A 64 years, male, white, stage:Stage IIB, alive, 1246 days 27469.7
TCGA-97-8179-01A 72 years, male, white, stage:Stage IA, alive, 435 days 27023.7
TCGA-55-A48Y-01A 69 years, male, white, stage:Stage IIA, alive, 630 days 26925.3
TCGA-86-A4D0-01A 48 years, male, white, stage:Stage IIA, dead, 116 days 26313.6
TCGA-97-7941-01A 72 years, female, white, stage:Stage IA, alive, 484 days 25828.3
TCGA-97-A4M3-01A 69 years, female, white, stage:Stage IA, alive, 540 days 25688.6
TCGA-MN-A4N1-01A 60 years, male, black or african american, stage:Stage IIA, alive, 827 days 25681.6
TCGA-49-6742-01A 70 years, male, white, stage:Stage IIA, dead, 488 days 25679.6
TCGA-55-6984-01A 71 years, female, white, stage:Stage IIB, dead, 760 days 25603.1
TCGA-49-AAQV-01A 63 years, female, black or african american, stage:Stage II, dead, 677 days 25548.5
TCGA-95-7944-01A 71 years, male, white, stage:Stage IA, alive, 377 days 25484.0
TCGA-49-AARE-01A 51 years, female, black or african american, stage:Stage IA, dead, 1229 days 25142.1
TCGA-44-A47G-01A 73 years, female, white, stage:Stage IA, alive, 351 days 24979.2
TCGA-55-7815-01A 76 years, male, stage:Stage IB, alive, 773 days 24941.1
TCGA-44-A4SS-01A 73 years, male, white, stage:Stage IA, alive, 415 days 24783.7
TCGA-97-A4M7-01A 74 years, male, white, stage:Stage IA, alive, 629 days 24516.5
TCGA-86-8585-01A 57 years, male, white, stage:Stage IB, alive, 353 days 24495.8
TCGA-86-A4JF-01A 56 years, male, white, stage:Stage IIB, dead, 737 days 24293.0
TCGA-55-A4DF-01A 88 years, male, white, stage:Stage IA, dead, 440 days 24250.2
TCGA-55-A57B-01A 80 years, female, black or african american, stage:Stage IA, alive, 546 days 23800.8
TCGA-44-7660-01A 72 years, male, white, stage:Stage IB, alive, 592 days 23680.6
TCGA-73-4668-01A 66 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days 23666.8
TCGA-55-8616-01A 58 years, female, white, stage:Stage IB, alive, 48 days 23611.8
TCGA-55-8512-01A 41 years, male, white, stage:Stage IV, dead, 607 days 23576.0
TCGA-99-AA5R-01A 70 years, female, black or african american, stage:Stage IA, alive, 658 days 23523.9
TCGA-MP-A4TE-01A 56 years, male, white, stage:Stage IIA, dead, 896 days 23407.6
TCGA-L4-A4E6-01A 67 years, male, white, stage:Stage IA, alive, 435 days 23332.7
TCGA-93-7348-01A 75 years, female, white, stage:Stage IA, alive, 531 days 23165.5
TCGA-86-8673-01A 61 years, male, white, stage:Stage IB, alive, 862 days 22993.1
TCGA-49-4514-01A 79 years, female, white, stage:Stage IA, alive, 1700 days 22834.5
TCGA-97-8176-01A 63 years, male, white, stage:Stage IIIA, dead, 468 days 22751.6
TCGA-55-7726-01A 72 years, female, white, stage:Stage IA, alive, 652 days 22683.8
TCGA-93-A4JP-01A 64 years, male, asian, stage:Stage IV, alive, 578 days 22560.7
TCGA-75-6214-01A female, stage:Stage IIIA, dead, 1115 days 22411.8
TCGA-62-A46P-01A 65 years, male, white, stage:Stage IB, dead, 594 days 22292.5
TCGA-97-A4M6-01A 45 years, female, white, stage:Stage IA, alive, 568 days 22182.2
TCGA-55-7727-01A 70 years, male, white, stage:Stage IIIA, alive, 119 days 22127.5
TCGA-97-A4M1-01A 52 years, female, white, stage:Stage IA, alive, 601 days 22096.4
TCGA-49-4505-01A 61 years, female, white, stage:Stage IIB, dead, 428 days 22002.3
TCGA-78-7148-01A 71 years, male, white, stage:Stage IIB, dead, 626 days 21891.1
TCGA-71-6725-01A 48 years, female, asian, stage:Stage IB, alive, 256 days 21683.4
TCGA-86-7955-01A 62 years, male, white, stage:Stage IB, alive, 1072 days 21597.2
TCGA-J2-A4AE-01A 77 years, female, white, stage:Stage IA, alive, 1079 days 21568.6
TCGA-NJ-A4YQ-01A 69 years, female, white, stage:Stage IA, alive, 1432 days 21552.2
TCGA-55-8096-01A 67 years, female, white, stage:Stage IB, dead, 719 days 21334.5
TCGA-MP-A4T8-01A 68 years, male, stage:Stage IIIA, dead, 161 days 21137.0
TCGA-J2-A4AG-01A 66 years, female, white, stage:Stage IA, alive, 988 days 21109.9
TCGA-86-A4P8-01A 59 years, female, white, stage:Stage IIIA, alive, 805 days 21019.7
TCGA-55-1592-01A 65 years, male, white, stage:Stage IA, dead, 701 days 21012.0
TCGA-49-AARO-01A 39 years, female, black or african american, stage:Stage IA, alive, 3759 days 20972.2
TCGA-55-8614-01A 76 years, male, white, stage:Stage IB, alive, 536 days 20915.8
TCGA-95-7043-01A 63 years, female, white, stage:Stage IA, dead, 503 days 20901.7
TCGA-93-A4JQ-01A 49 years, male, white, stage:Stage IA, alive, 526 days 20866.6
TCGA-38-A44F-01A 80 years, male, white, stage:Stage IB, alive, 133 days 20832.3
TCGA-55-8094-01A 51 years, male, white, stage:Stage IV, alive, 541 days 20735.5
TCGA-MP-A4T6-01A 76 years, female, white, stage:Stage IIIA, dead, 1790 days 20618.4
TCGA-62-A46S-01A 73 years, male, white, stage:Stage IB, dead, 1653 days 20295.3
TCGA-55-7725-01A 68 years, female, white, stage:Stage IA, alive, 442 days 20255.6
TCGA-55-6985-01A 58 years, female, white, stage:Stage IB, alive, 1233 days 20247.8
TCGA-69-7980-01A 70 years, female, white, stage:Stage I, alive, 411 days 20150.5
TCGA-69-7979-01A 71 years, female, white, stage:Stage IB, alive, 408 days 19999.9
TCGA-55-8505-01A 62 years, male, white, stage:Stage IIIA, alive, 440 days 19941.6
TCGA-55-A494-01A 61 years, female, white, stage:Stage IB, alive, 481 days 19747.9
TCGA-55-8507-01A 53 years, male, white, stage:Stage IA, alive, 418 days 19602.5
TCGA-50-8459-01A 68 years, male, white, stage:Stage IIB, alive, 1119 days 19547.7
TCGA-86-A456-01A 78 years, female, asian, stage:Stage IA, alive, 896 days 19524.6
TCGA-95-A4VN-01A 62 years, female, white, stage:Stage IIA, alive, 553 days 19413.5
TCGA-91-A4BC-01A 59 years, male, white, stage:Stage IIA, alive, 44 days 19340.2
TCGA-55-8513-01A 77 years, female, white, stage:Stage IIB, alive, 791 days 19026.4
TCGA-49-AAR0-01A 57 years, male, black or african american, stage:Stage IA, alive, 4765 days 18906.3
TCGA-78-7153-01A 65 years, female, white, stage:Stage IB, alive, 3635 days 18880.7
TCGA-55-7995-01A 73 years, female, white, stage:Stage IA, alive, 889 days 18865.3
TCGA-55-8302-01A 54 years, male, white, stage:Stage IB, alive, 478 days 18791.4
TCGA-MP-A4SW-01A 53 years, male, white, stage:Stage IIB, dead, 1778 days 18686.6
TCGA-49-4490-01A 45 years, female, white, stage:Stage IIIA, dead, 385 days 18551.2
TCGA-55-8091-01A 74 years, male, white, stage:Stage IB, alive, 600 days 18550.0
TCGA-55-7227-01A 77 years, male, white, stage:Stage IIIA, dead, 952 days 18539.3
TCGA-62-8399-01A 62 years, male, white, stage:Stage IIIA, alive, 2696 days 18501.1
TCGA-86-A4P7-01A 63 years, female, white, stage:Stage IB, alive, 415 days 18336.4
TCGA-50-5944-01A 69 years, female, white, stage:Stage IA, alive, 1750 days 17994.7
TCGA-55-7570-01A 60 years, male, black or african american, stage:Stage IA, alive, 824 days 17974.7
TCGA-55-7907-01A 77 years, male, white, stage:Stage IIA, dead, 343 days 17880.5
TCGA-L4-A4E5-01A 48 years, female, white, stage:Stage I, alive, 578 days 17796.0
TCGA-99-8032-01A 61 years, male, white, stage:Stage IA, alive, 44 days 17778.6
TCGA-62-A46O-01A 65 years, female, white, stage:Stage IB, dead, 1454 days 17739.7
TCGA-55-6987-01A 77 years, male, white, stage:Stage IA, alive, 2137 days 17700.5
TCGA-55-6979-01A 59 years, female, white, stage:Stage IIB, dead, 237 days 17525.7
TCGA-62-8394-01A 65 years, female, white, stage:Stage IIIB, dead, 139 days 17499.3
TCGA-86-7714-01A 61 years, female, black or african american, stage:Stage IIIA, dead, 625 days 17416.3
TCGA-NJ-A55A-01A 76 years, female, white, stage:Stage IB, alive, 15 days 17299.2
TCGA-L9-A444-01A 60 years, female, white, stage:Stage IA, alive, 307 days 17298.6
TCGA-55-A493-01A 54 years, female, white, stage:Stage IB, alive, 28 days 17238.3
TCGA-55-6980-01A 56 years, male, white, stage:Stage IA, alive, 2109 days 17222.5
TCGA-78-8640-01A 59 years, male, stage:Stage IIA, alive, 7062 days 17219.1
TCGA-99-8033-01A 74 years, female, white, stage:Stage IV, dead, 656 days 17171.1
TCGA-64-1681-01A 61 years, female, white, stage:Stage IA, dead, 1167 days 17130.7
TCGA-50-7109-01A 60 years, male, white, stage:Stage IA, dead, 308 days 17080.1
TCGA-49-AARR-01A 68 years, male, black or african american, stage:Stage IA, alive, 4992 days 16934.2
TCGA-O1-A52J-01A 74 years, female, white, stage:Stage IA, dead, 1798 days 16897.0
TCGA-67-6217-01A 73 years, female, white, stage:Stage IIA, alive, 422 days 16896.7
TCGA-55-7281-01A 70 years, female, white, stage:Stage IA, alive, 872 days 16878.2
TCGA-50-5946-01A 62 years, male, white, stage:Stage IA, alive, 1617 days 16728.0
TCGA-05-4384-01A 66 years, male, stage:Stage IIIA, alive, 426 days 16634.0
TCGA-97-7546-01A 76 years, female, white, stage:Stage IA, alive, 1285 days 16633.9
TCGA-55-8620-01A 60 years, male, white, stage:Stage IV, dead, 375 days 16567.2
TCGA-69-7763-01A 69 years, male, white, stage:Stage IA, alive, 690 days 16465.8
TCGA-95-8039-01A 72 years, male, white, stage:Stage IA, alive, 830 days 16423.2
TCGA-55-7910-01A 50 years, female, black or african american, stage:Stage IIA, alive, 1040 days 16380.6
TCGA-55-8085-01A 64 years, male, white, stage:Stage IA, alive, 904 days 16337.3
TCGA-44-2659-01A 65 years, female, white, stage:Stage IIB, alive, 1367 days 16239.0
TCGA-78-7147-01A 67 years, female, white, stage:Stage IIB, dead, 586 days 16212.2
TCGA-55-7816-01A 49 years, female, white, stage:Stage IV, dead, 468 days 16190.8
TCGA-62-A472-01A 70 years, male, white, stage:Stage IIB, alive, 910 days 16158.6
TCGA-93-8067-01A 77 years, male, asian, stage:Stage IB, alive, 186 days 16131.6
TCGA-80-5608-01A female, stage:Stage IA, alive, 2832 days 16061.5
TCGA-NJ-A4YG-01A 65 years, male, white, stage:Stage IB, alive, 2261 days 15988.4
TCGA-MP-A4TI-01A 72 years, male, white, stage:Stage IIA, dead, 429 days 15961.7
TCGA-93-A4JO-01A 70 years, male, white, stage:Stage IA, dead, 33 days 15875.3
TCGA-69-8254-01A 85 years, male, white, stage:'--, alive, 409 days 15871.5
TCGA-55-8299-01A 61 years, female, white, stage:Stage IA, dead, 469 days 15835.5
TCGA-55-8097-01A 60 years, female, white, stage:Stage IA, alive, 476 days 15811.6
TCGA-95-A4VK-01A 74 years, female, white, stage:Stage IIIA, alive, 651 days 15784.3
TCGA-44-6779-01A 50 years, female, white, stage:Stage IIB, dead, 500 days 15771.4
TCGA-55-8206-01A 56 years, male, white, stage:Stage IA, alive, 888 days 15717.0
TCGA-99-8025-01A 72 years, female, black or african american, stage:Stage IIIA, alive, 1060 days 15716.2
TCGA-MP-A5C7-01A 76 years, female, white, stage:Stage IB, alive, 2248 days 15707.7
TCGA-L9-A50W-01A 75 years, male, black or african american, stage:Stage IIA, dead, 442 days 15603.6
TCGA-91-6830-01A 65 years, female, white, stage:Stage IIA, alive, 60 days 15518.6
TCGA-49-AARN-01A 56 years, female, black or african american, stage:Stage IA, dead, 1135 days 15429.5
TCGA-38-4626-01A 57 years, female, white, stage:'--, alive, 3674 days 15297.1
TCGA-50-8460-01A 74 years, male, white, stage:Stage IA, alive, 829 days 15292.7
TCGA-55-8508-01A 60 years, female, black or african american, stage:Stage IIA, alive, 617 days 15238.7
TCGA-50-6593-01A 49 years, female, white, stage:Stage IIIA, dead, 336 days 15221.4
TCGA-78-7143-01A 62 years, female, white, stage:Stage IB, dead, 4961 days 15185.0
TCGA-78-7149-01A 71 years, male, white, stage:Stage IIIB, alive, 3940 days 15127.7
TCGA-91-6847-01A 62 years, female, white, stage:Stage IB, alive, 842 days 15083.7
TCGA-4B-A93V-01A 52 years, female, black or african american, stage:Stage IA, dead, 300 days 15061.2
TCGA-50-6673-01A 84 years, female, white, stage:Stage I, dead, 22 days 14982.9
TCGA-69-7764-01A 75 years, male, white, stage:Stage IA, alive, 414 days 14909.1
TCGA-49-AAR4-01A 51 years, male, black or african american, stage:Stage IIIA, dead, 879 days 14868.2
TCGA-73-7498-01A 58 years, female, white, stage:Stage IA, alive, 1189 days 14861.9
TCGA-MP-A4T9-01A 54 years, female, white, stage:Stage IIIA, dead, 1265 days 14794.2
TCGA-97-8175-01A 55 years, female, white, stage:Stage IB, alive, 551 days 14771.8
TCGA-44-6774-01A 56 years, female, white, stage:Stage IIIA, alive, 658 days 14753.5
TCGA-86-8279-01A 46 years, male, white, stage:Stage IIA, alive, 949 days 14694.2
TCGA-62-A46Y-01A 70 years, female, white, stage:Stage IIIA, dead, 414 days 14694.2
TCGA-55-8090-01A 80 years, male, white, stage:Stage IA, dead, 598 days 14584.6
TCGA-67-3774-01A 73 years, female, white, stage:Stage IB, alive, 385 days 14538.6
TCGA-86-8671-01A 72 years, female, white, stage:Stage IIB, alive, 839 days 14505.0
TCGA-55-8208-01A 73 years, female, white, stage:Stage IA, alive, 674 days 14432.6
TCGA-69-8255-01A 71 years, male, white, stage:Stage IA, alive, 129 days 14415.7
TCGA-55-8621-01A 75 years, female, white, stage:Stage IA, alive, 515 days 14377.3
TCGA-78-7161-01A 69 years, female, white, stage:Stage IIB, dead, 291 days 14181.7
TCGA-62-A46V-01A 78 years, female, white, stage:Stage IB, alive, 2199 days 14149.9
TCGA-78-7160-01A 61 years, male, white, stage:Stage IV, dead, 697 days 13988.7
TCGA-78-7155-01A 68 years, male, white, stage:Stage IB, dead, 1171 days 13884.8
TCGA-49-4487-01A 72 years, female, white, stage:Stage IA, dead, 855 days 13855.8
TCGA-78-8660-01A 69 years, male, stage:Stage IIB, dead, 321 days 13765.0
TCGA-44-7669-01A 59 years, male, black or african american, stage:Stage IIA, dead, 574 days 13717.9
TCGA-50-5044-01A 72 years, female, white, stage:Stage IIIB, dead, 624 days 13557.3
TCGA-78-7163-01A 60 years, male, white, stage:Stage IB, alive, 7248 days 13496.4
TCGA-55-6982-01A 79 years, female, white, stage:Stage IIB, dead, 995 days 13462.3
TCGA-49-6744-01A 64 years, female, white, stage:Stage IIA, alive, 1683 days 13437.3
TCGA-55-A490-01A 78 years, male, white, stage:Stage IIA, dead, 99 days 13413.3
TCGA-78-7159-01A 60 years, female, white, stage:Stage IA, alive, 1974 days 13361.2
TCGA-05-4405-01A 74 years, female, stage:Stage IB, alive, 610 days 13349.1
TCGA-67-6216-01A 57 years, female, white, stage:Stage IA, alive, 141 days 13339.7
TCGA-55-7574-01A 64 years, female, white, stage:Stage IB, dead, 995 days 13309.5
TCGA-97-A4M0-01A 60 years, female, white, stage:Stage IB, alive, 652 days 13303.4
TCGA-50-6594-01A 79 years, female, black or african american, stage:Stage IIIA, dead, 370 days 13230.0
TCGA-05-4433-01A 82 years, male, stage:Stage IB, alive, 730 days 13017.3
TCGA-55-7576-01A 54 years, male, black or african american, stage:Stage IB, alive, 670 days 13003.4
TCGA-MP-A4SY-01A 61 years, male, white, stage:Stage IIB, dead, 1501 days 12972.6
TCGA-62-8402-01A 73 years, female, white, stage:Stage IIIA, dead, 1498 days 12972.5
TCGA-NJ-A4YI-01A 87 years, female, white, stage:Stage IIIA, dead, 4 days 12911.8
TCGA-97-8172-01A 75 years, female, white, stage:Stage IB, alive, 545 days 12885.4
TCGA-38-7271-01A 72 years, female, white, stage:Stage IA, dead, 800 days 12846.8
TCGA-75-6206-01A male, stage:Stage IB, alive, 2590 days 12826.9
TCGA-55-6975-01A 61 years, male, white, stage:Stage IIB, dead, 118 days 12814.2
TCGA-44-A47B-01A 79 years, male, white, stage:Stage IB, alive, 287 days 12724.2
TCGA-49-4507-01A 73 years, female, white, stage:Stage IIIA, dead, 268 days 12709.0
TCGA-73-4675-01A 59 years, male, white, stage:Stage IIIA, dead, 922 days 12682.8
TCGA-50-6597-01A 79 years, female, white, stage:Stage IB, dead, 1268 days 12641.1
TCGA-MP-A4TH-01A 70 years, female, white, stage:Stage IA, alive, 741 days 12631.9
TCGA-86-8668-01A 61 years, female, white, stage:Stage IA, alive, 423 days 12623.0
TCGA-69-8453-01A 77 years, male, white, stage:Stage IIB, alive, 813 days 12572.1
TCGA-55-8087-01A 59 years, female, white, stage:Stage IB, alive, 462 days 12568.1
TCGA-44-6148-01A 60 years, male, white, stage:Stage IA, alive, 704 days 12507.4
TCGA-55-A492-01A 70 years, female, white, stage:Stage IA, alive, 596 days 12472.8
TCGA-05-4434-01A 67 years, female, stage:Stage IV, dead, 457 days 12462.7
TCGA-75-6212-01A female, stage:Stage IIB, dead, 1516 days 12417.4
TCGA-91-8497-01A 75 years, female, white, stage:Stage IA, dead, 434 days 12366.2
TCGA-49-6761-01A 68 years, female, white, stage:Stage IIIA, alive, 354 days 12348.4
TCGA-49-6767-01A 46 years, female, white, stage:Stage IIB, alive, 677 days 12260.3
TCGA-99-7458-01A 74 years, female, white, stage:Stage IIIA, alive, 747 days 12157.9
TCGA-44-6776-01A 60 years, female, white, stage:Stage IA, alive, 2616 days 12126.9
TCGA-J2-8192-01A 65 years, female, white, stage:Stage IIA, alive, 739 days 12011.6
TCGA-78-7537-01A 72 years, male, stage:Stage IB, dead, 1622 days 12003.4
TCGA-86-8674-01A 50 years, male, white, stage:Stage IIA, alive, 806 days 11915.6
TCGA-55-6983-01A 81 years, male, white, stage:Stage IIB, alive, 2823 days 11907.6
TCGA-55-7903-01A 64 years, male, white, stage:Stage IA, alive, 567 days 11903.7
TCGA-44-7672-01A 52 years, female, white, stage:Stage IA, alive, 719 days 11856.4
TCGA-44-8117-01A 54 years, female, white, stage:Stage IB, alive, 385 days 11847.9
TCGA-97-A4LX-01A 81 years, male, white, stage:Stage IB, alive, 614 days 11799.6
TCGA-MP-A4TC-01A 77 years, male, white, stage:Stage IIIA, dead, 74 days 11797.0
TCGA-86-8358-01A 44 years, male, white, stage:Stage IB, alive, 653 days 11781.7
TCGA-69-7978-01A 59 years, male, white, stage:Stage IIB, alive, 134 days 11779.2
TCGA-78-7154-01A 72 years, male, white, stage:Stage IIIA, dead, 593 days 11750.1
TCGA-MP-A4TA-01A 75 years, female, white, stage:Stage IA, dead, 950 days 11684.9
TCGA-05-4389-01A 70 years, male, stage:Stage IA, alive, 1369 days 11660.6
TCGA-MP-A4TK-01A 56 years, female, stage:Stage IIB, dead, 582 days 11655.3
TCGA-44-3396-01A 74 years, female, white, stage:Stage IIIA, alive, 1130 days 11558.1
TCGA-97-8177-01A 59 years, female, white, stage:Stage IB, alive, 499 days 11547.3
TCGA-78-7220-01A 53 years, female, white, stage:Stage IIIA, dead, 807 days 11532.4
TCGA-55-8203-01A 69 years, female, white, stage:Stage IA, alive, 547 days 11498.2
TCGA-91-6840-01A 59 years, female, white, stage:Stage IA, alive, 372 days 11491.3
TCGA-78-7156-01A 62 years, male, white, stage:Stage IV, dead, 976 days 11417.8
TCGA-55-6712-01A 71 years, male, white, stage:Stage IIA, dead, 171 days 11411.3
TCGA-MP-A4TF-01A 58 years, female, white, stage:Stage IIA, dead, 336 days 11376.8
TCGA-55-8207-01A 73 years, male, white, stage:Stage IB, alive, 977 days 11369.1
TCGA-53-7624-01A 40 years, female, white, stage:Stage IV, dead, 1043 days 11338.9
TCGA-91-7771-01A 62 years, male, white, stage:Stage IIB, alive, 492 days 11266.1
TCGA-05-4249-01A 67 years, male, stage:Stage IB, alive, 1523 days 11232.0
TCGA-69-8253-01A 59 years, female, black or african american, stage:Stage IIA, alive, 426 days 11217.0
TCGA-55-6968-01A 61 years, male, white, stage:Stage IV, dead, 1293 days 11212.0
TCGA-78-8662-01A 53 years, female, stage:Stage IB, dead, 3361 days 11207.2
TCGA-97-7938-01A 76 years, female, white, stage:Stage IA, dead, 18 days 11177.2
TCGA-50-5936-01A 58 years, male, white, stage:Stage IIIA, dead, 257 days 11165.7
TCGA-05-4422-01A 68 years, male, stage:Stage IB, alive, 365 days 11147.6
TCGA-44-2655-01A 65 years, female, white, stage:Stage IA, alive, 1324 days 11110.1
TCGA-78-7162-01A 75 years, male, white, stage:Stage IA, dead, 3169 days 11108.1
TCGA-L9-A8F4-01A 64 years, female, black or african american, stage:Stage IB, alive, 476 days 11023.9
TCGA-86-6851-01A 73 years, female, white, stage:Stage IIA, alive, 179 days 11016.0
TCGA-55-A48X-01A 63 years, female, white, stage:Stage IIA, alive, 689 days 11008.7
TCGA-55-A48Z-01A 60 years, female, white, stage:Stage IIIB, alive, 651 days 11001.5
TCGA-86-8076-01A 42 years, male, white, stage:Stage IA, alive, 993 days 10982.3
TCGA-62-8398-01A 55 years, male, white, stage:Stage IIIA, dead, 444 days 10977.2
TCGA-55-8089-01A 56 years, male, white, stage:Stage IA, dead, 702 days 10785.1
TCGA-62-8395-01A 80 years, female, white, stage:Stage IIB, alive, 1216 days 10772.5
TCGA-73-4677-01A 74 years, male, white, stage:'--, dead, 38 days 10697.1
TCGA-78-7542-01A 56 years, male, white, stage:Stage IB, dead, 321 days 10662.4
TCGA-05-4396-01A 76 years, male, stage:Stage IIIB, dead, 303 days 10651.4
TCGA-78-7539-01A 75 years, female, white, stage:Stage IIA, alive, 791 days 10633.0
TCGA-86-7713-01A 70 years, male, white, stage:Stage IIA, alive, 1157 days 10626.6
TCGA-05-4402-01A 57 years, female, stage:Stage IV, dead, 244 days 10602.7
TCGA-97-7553-01A 58 years, female, white, stage:Stage IA, alive, 1870 days 10574.7
TCGA-NJ-A4YP-01A 52 years, male, white, stage:Stage IB, alive, 50 days 10558.2
TCGA-64-1677-01A 77 years, female, white, stage:Stage IIIA, dead, 628 days 10525.8
TCGA-86-8278-01A 63 years, female, white, stage:Stage IIB, alive, 944 days 10500.3
TCGA-86-7701-01A 66 years, male, white, stage:Stage IV, alive, 947 days 10488.9
TCGA-44-6778-01A 59 years, male, black or african american, stage:Stage IA, alive, 1864 days 10445.9
TCGA-75-7027-01A male, stage:Stage IB, alive, 3059 days 10444.5
TCGA-44-2666-01A 43 years, male, white, stage:Stage IB, dead, 97 days 10422.1
TCGA-MP-A4SV-01A 67 years, male, stage:Stage IB, dead, 2620 days 10415.4
TCGA-69-7765-01A 56 years, male, black or african american, stage:'--, alive, 165 days 10411.3
TCGA-NJ-A7XG-01A 49 years, male, black or african american, stage:Stage IIIA, alive, 617 days 10325.0
TCGA-05-4397-01A 65 years, male, stage:Stage IIB, dead, 731 days 10241.7
TCGA-64-1679-01A 58 years, female, white, stage:Stage IIIA, alive, 2488 days 10208.7
TCGA-78-7150-01A 59 years, male, white, stage:Stage IIB, dead, 666 days 10206.4
TCGA-71-8520-01A 60 years, female, asian, stage:Stage IB, dead, 210 days 10179.8
TCGA-55-8511-01A 73 years, female, white, stage:Stage IB, alive, 552 days 10170.8
TCGA-91-6829-01A 78 years, male, white, stage:Stage IB, dead, 1258 days 10147.4
TCGA-05-4424-01A 70 years, male, stage:Stage IIB, alive, 913 days 10107.4
TCGA-93-A4JN-01A 71 years, male, white, stage:Stage IV, alive, 718 days 10081.2
TCGA-53-7626-01A 76 years, female, white, stage:Stage IIA, dead, 929 days 10078.4
TCGA-55-6986-01A 74 years, female, white, stage:Stage IB, alive, 3261 days 10023.1
TCGA-86-7953-01A 69 years, female, white, stage:Stage IA, alive, 997 days 9976.6
TCGA-86-6562-01A 52 years, male, white, stage:Stage IIA, dead, 376 days 9975.1
TCGA-55-7911-01A 70 years, female, white, stage:Stage IA, alive, 537 days 9930.5
TCGA-86-8669-01A 64 years, male, white, stage:Stage IA, alive, 938 days 9886.8
TCGA-44-7659-01A 70 years, male, white, stage:Stage IA, alive, 691 days 9880.7
TCGA-44-A479-01A 73 years, female, black or african american, stage:Stage IB, alive, 486 days 9750.1
TCGA-78-7167-01A 77 years, male, white, stage:Stage IV, dead, 2681 days 9733.2
TCGA-73-A9RS-01A 41 years, male, black or african american, stage:Stage IIB, dead, 340 days 9710.4
TCGA-55-1596-01A 55 years, male, asian, stage:Stage IIB, alive, 2065 days 9636.8
TCGA-05-4398-01A 47 years, female, stage:Stage IIIB, alive, 1431 days 9622.8
TCGA-73-4662-01A 65 years, female, white, stage:Stage IA, alive, 2515 days 9608.7
TCGA-55-6972-01A 72 years, male, white, stage:Stage IB, dead, 1632 days 9572.4
TCGA-95-7039-01A 54 years, female, white, stage:Stage IIB, alive, 1272 days 9568.9
TCGA-05-4420-01A 41 years, male, stage:Stage IB, alive, 912 days 9470.0
TCGA-73-4658-01A 80 years, female, white, stage:Stage IB, dead, 1600 days 9419.4
TCGA-50-5935-01A 86 years, female, white, stage:Stage IA, dead, 653 days 9385.8
TCGA-91-6828-01A 70 years, male, white, stage:Stage IA, alive, 323 days 9351.2
TCGA-91-6849-01A 75 years, female, black or african american, stage:Stage IIIA, alive, 35 days 9336.4
TCGA-55-6543-01A 60 years, female, white, stage:Stage IA, alive, 435 days 9324.1
TCGA-95-7562-01A 71 years, male, black or african american, stage:Stage IIA, dead, 87 days 9284.0
TCGA-44-3919-01A 71 years, female, white, stage:Stage IA, dead, 1026 days 9264.0
TCGA-69-7761-01A 84 years, male, white, stage:Stage IB, alive, 186 days 9231.6
TCGA-44-7662-01A 61 years, male, white, stage:Stage IB, alive, 218 days 9230.2
TCGA-91-6835-01A 81 years, female, white, stage:Stage IA, alive, 79 days 9228.2
TCGA-MP-A4TJ-01A 62 years, female, stage:Stage IA, dead, 339 days 9210.9
TCGA-50-5072-01A 74 years, male, white, stage:Stage IIIA, dead, 250 days 9202.7
TCGA-49-4501-01A 67 years, female, white, stage:Stage IB, dead, 1421 days 9167.3
TCGA-55-8506-01A 62 years, female, white, stage:Stage IIB, alive, 11 days 9135.8
TCGA-L9-A443-01A 63 years, female, white, stage:Stage IA, dead, 193 days 9094.5
TCGA-05-5715-01A 69 years, female, stage:Stage IB, alive, 62 days 9086.8
TCGA-50-6591-01A 63 years, female, white, stage:Stage IV, dead, 119 days 9063.6
TCGA-86-7711-01A 70 years, male, white, stage:Stage IIA, dead, 1046 days 9034.8
TCGA-86-8280-01A 54 years, female, white, stage:Stage IIA, alive, 701 days 9028.3
TCGA-50-5930-01A 47 years, male, white, stage:Stage IIIA, dead, 282 days 8953.3
TCGA-44-6147-01A 67 years, female, white, stage:Stage IA, alive, 845 days 8905.8
TCGA-97-8174-01A 67 years, male, white, stage:Stage IIA, dead, 164 days 8878.4
TCGA-97-7552-01A 70 years, male, white, stage:Stage IB, alive, 1932 days 8865.0
TCGA-91-6836-01A 52 years, female, white, stage:Stage IB, alive, 417 days 8845.9
TCGA-64-5779-01A 61 years, male, white, stage:Stage IIIA, alive, 864 days 8844.8
TCGA-55-5899-01A 58 years, male, white, stage:'--, alive, 930 days 8828.9
TCGA-50-8457-01A 63 years, female, black or african american, stage:Stage IA, alive, 1125 days 8814.3
TCGA-55-6971-01A 59 years, female, white, stage:Stage IB, alive, 1400 days 8811.5
TCGA-L9-A5IP-01A 40 years, female, black or african american, stage:Stage IV, dead, 58 days 8801.9
TCGA-73-4676-01A 45 years, male, white, stage:Stage IIA, dead, 281 days 8738.0
TCGA-69-7974-01A 54 years, female, white, stage:Stage IIIA, alive, 184 days 8727.3
TCGA-05-4432-01A 66 years, male, stage:Stage IIB, alive, 761 days 8722.3
TCGA-49-4510-01A 51 years, female, black or african american, stage:Stage IIB, dead, 896 days 8714.3
TCGA-73-4659-01A 66 years, male, white, stage:Stage IIIA, dead, 711 days 8677.8
TCGA-38-4630-01A 75 years, female, white, stage:Stage IB, dead, 1073 days 8659.8
TCGA-05-4427-01A 65 years, female, stage:Stage IIB, alive, 791 days 8632.7
TCGA-91-A4BD-01A 78 years, male, white, stage:Stage IIA, alive, 603 days 8604.1
TCGA-55-7994-01A 81 years, male, white, stage:Stage IIB, alive, 603 days 8590.6
TCGA-38-6178-01A 70 years, female, white, stage:Stage IIIA, alive, 448 days 8489.7
TCGA-99-8028-01A 50 years, female, black or african american, stage:Stage IA, alive, 1118 days 8464.5
TCGA-78-7158-01A 59 years, female, white, stage:Stage IIIB, dead, 179 days 8386.7
TCGA-44-5643-01A 53 years, male, black or african american, stage:Stage IIIA, alive, 1013 days 8383.9
TCGA-50-5942-01A 67 years, female, white, stage:Stage IA, alive, 1847 days 8368.2
TCGA-S2-AA1A-01A 68 years, female, black or african american, stage:Stage IA, alive, 513 days 8322.4
TCGA-95-8494-01A 67 years, male, white, stage:Stage IIA, alive, 84 days 8263.4
TCGA-64-5774-01A 60 years, male, white, stage:Stage IB, alive, 2676 days 8147.3
TCGA-93-7347-01A 76 years, female, white, stage:Stage IA, alive, 683 days 8121.2
TCGA-50-5931-01A 75 years, female, white, stage:Stage IB, dead, 434 days 8115.9
TCGA-97-7547-01A 67 years, female, white, stage:Stage IB, alive, 1965 days 8096.5
TCGA-44-4112-01A 60 years, female, white, stage:Stage IB, dead, 808 days 8072.5
TCGA-05-4417-01A 51 years, female, stage:Stage IB, alive, 455 days 8054.5
TCGA-86-8359-01A 52 years, male, white, stage:Stage IIIA, dead, 444 days 8020.3
TCGA-73-4670-01A 69 years, female, white, stage:Stage IV, alive, 131 days 7983.0
TCGA-75-5125-01A male, stage:Stage IIB, dead, 2027 days 7941.2
TCGA-95-7947-01A 67 years, male, white, stage:Stage IA, alive, 477 days 7917.9
TCGA-05-4382-01A 68 years, male, stage:Stage IB, alive, 607 days 7904.0
TCGA-55-6978-01A 81 years, male, white, stage:Stage IIA, dead, 176 days 7861.6
TCGA-38-4627-01A 64 years, female, white, stage:Stage IIA, dead, 1147 days 7836.3
TCGA-55-7283-01A 76 years, female, white, stage:Stage IIIA, alive, 609 days 7752.3
TCGA-L9-A743-01A 56 years, male, black or african american, stage:Stage IIA, alive, 664 days 7748.1
TCGA-MP-A4T4-01A 68 years, female, white, stage:Stage IIB, dead, 2617 days 7694.4
TCGA-05-4403-01A 76 years, male, stage:Stage IB, alive, 578 days 7661.5
TCGA-67-6215-01A 52 years, female, white, stage:Stage IB, alive, 174 days 7585.9
TCGA-86-8073-01A 58 years, male, white, stage:Stage IB, alive, 740 days 7582.6
TCGA-83-5908-01A 59 years, female, white, stage:Stage IA, alive, 824 days 7423.7
TCGA-80-5611-01A male, stage:Stage IB, alive, 2595 days 7402.4
TCGA-44-7667-01A 49 years, female, white, stage:Stage IIB, alive, 1097 days 7367.9
TCGA-78-7152-01A 65 years, male, white, stage:Stage IB, dead, 1215 days 7357.2
TCGA-05-4426-01A 71 years, male, stage:Stage IB, alive, 791 days 7269.9
TCGA-35-3615-01A 57 years, male, white, stage:Stage IB, alive, 14 days 7268.2
TCGA-97-7554-01A 83 years, female, white, stage:Stage IIIA, alive, 775 days 7266.3
TCGA-38-4629-01A 68 years, male, white, stage:Stage IIB, dead, 864 days 7264.1
TCGA-05-4418-01A 69 years, male, stage:Stage IIIA, dead, 274 days 7213.0
TCGA-86-8055-01A 79 years, male, white, stage:Stage IIA, dead, 124 days 7148.4
TCGA-55-7573-01A 72 years, female, white, stage:Stage IA, alive, 487 days 7137.0
TCGA-05-4430-01A 59 years, female, stage:Stage IB, alive, 761 days 7112.7
TCGA-55-8204-01A 87 years, female, white, stage:Stage IB, alive, 515 days 7059.8
TCGA-50-6590-01A 72 years, female, white, stage:Stage IB, dead, 1288 days 7024.7
TCGA-86-7954-01A 68 years, female, white, stage:Stage IB, alive, 605 days 6984.4
TCGA-86-8074-01A 62 years, female, white, stage:Stage IIA, alive, 24 days 6956.1
TCGA-50-6592-01A 71 years, female, white, stage:Stage IB, dead, 777 days 6946.3
TCGA-55-8092-01A 75 years, male, white, stage:Stage IIB, dead, 154 days 6916.7
TCGA-69-7973-01A 42 years, female, white, stage:Stage IB, alive, 230 days 6897.9
TCGA-55-6970-01A 67 years, female, white, stage:Stage IIIA, dead, 464 days 6882.6
TCGA-44-2656-01A 59 years, male, white, stage:Stage IB, alive, 1429 days 6867.2
TCGA-73-7499-01A 81 years, female, white, stage:Stage IB, dead, 1531 days 6851.6
TCGA-49-4486-01A 72 years, male, white, stage:Stage IA, dead, 2318 days 6779.9
TCGA-38-4628-01A 65 years, female, white, stage:Stage IIB, dead, 1492 days 6757.9
TCGA-44-2668-01A 51 years, male, white, stage:Stage IB, dead, 761 days 6735.5
TCGA-05-4390-01A 58 years, female, stage:Stage IB, alive, 1126 days 6703.8
TCGA-44-7661-01A 69 years, female, white, stage:Stage IB, dead, 557 days 6695.2
TCGA-05-4250-01A 79 years, female, stage:Stage IIIA, dead, 121 days 6692.8
TCGA-44-6145-01A 62 years, female, white, stage:Stage IA, alive, 595 days 6660.5
TCGA-78-7145-01A 52 years, female, white, stage:Stage IV, dead, 826 days 6639.0
TCGA-86-8075-01A 66 years, female, white, stage:Stage IB, dead, 694 days 6633.2
TCGA-78-8655-01A 77 years, female, stage:Stage IA, alive, 2360 days 6560.3
TCGA-44-2657-01A 74 years, female, white, stage:Stage IB, alive, 1351 days 6497.0
TCGA-86-8054-01A 61 years, male, white, stage:Stage IIB, alive, 1148 days 6405.0
TCGA-50-6595-01A 74 years, female, white, stage:Stage IIIA, dead, 189 days 6360.5
TCGA-64-5778-01A 60 years, male, white, stage:Stage IB, alive, 1305 days 6324.8
TCGA-44-2661-01A 69 years, female, white, stage:Stage IA, alive, 1159 days 6302.3
TCGA-50-5939-01A 85 years, male, white, stage:Stage IB, dead, 460 days 6269.7
TCGA-J2-8194-01A 69 years, female, white, stage:Stage IIB, alive, 724 days 6220.6
TCGA-95-7567-01A 61 years, male, white, stage:Stage IIB, alive, 568 days 6206.8
TCGA-55-8301-01A 58 years, male, white, stage:Stage IB, alive, 534 days 6179.5
TCGA-78-8648-01A 58 years, female, stage:Stage IIB, dead, 1209 days 6049.7
TCGA-44-6777-01A 85 years, female, white, stage:Stage IB, dead, 987 days 5876.0
TCGA-44-2665-01A 55 years, female, white, stage:Stage IIB, alive, 1301 days 5824.4
TCGA-64-1676-01A 58 years, male, white, stage:Stage IA, alive, 1728 days 5787.7
TCGA-49-6745-01A 82 years, male, white, stage:Stage IIIA, alive, 522 days 5740.7
TCGA-05-4415-01A 57 years, male, stage:Stage IIIB, dead, 91 days 5707.1
TCGA-50-5933-01A 72 years, male, white, stage:Stage IIIB, dead, 2393 days 5694.0
TCGA-44-3918-01A 60 years, female, white, stage:Stage IA, alive, 1036 days 5670.9
TCGA-55-6642-01A 63 years, male, white, stage:Stage IB, alive, 2449 days 5670.2
TCGA-55-1594-01A 68 years, male, white, stage:Stage IIIA, alive, 1178 days 5661.1
TCGA-44-A47A-01A 78 years, female, white, stage:Stage IB, alive, 466 days 5598.7
TCGA-44-8120-01A 58 years, male, black or african american, stage:Stage IB, alive, 260 days 5592.5
TCGA-44-7670-01A 47 years, female, white, stage:Stage IIA, alive, 882 days 5544.9
TCGA-50-5941-01A 55 years, female, white, stage:Stage IIIA, alive, 1474 days 5514.4
TCGA-86-8056-01A 63 years, female, white, stage:Stage IIIA, alive, 139 days 5395.9
TCGA-55-8205-01A 76 years, female, white, stage:Stage IIA, alive, 599 days 5377.3
TCGA-67-3772-01A 82 years, female, white, stage:Stage IB, alive, 573 days 5372.0
TCGA-44-7671-01A 64 years, male, black or african american, stage:Stage IB, alive, 889 days 5370.4
TCGA-55-7914-01A 71 years, female, white, stage:Stage IIA, dead, 187 days 5320.8
TCGA-95-7948-01A 42 years, female, white, stage:Stage IB, alive, 476 days 5233.6
TCGA-64-5815-01A 74 years, male, white, stage:Stage IIB, alive, 866 days 5036.6
TCGA-73-4666-01A 52 years, female, white, stage:Stage IV, alive, 800 days 5030.2
TCGA-91-6831-01A 66 years, male, white, stage:Stage IB, alive, 310 days 4963.8
TCGA-67-3770-01A 70 years, female, white, stage:Stage IA, alive, 610 days 4942.0
TCGA-49-4494-01A 77 years, male, white, stage:Stage IIIA, dead, 1081 days 4939.2
TCGA-44-8119-01A 73 years, male, white, stage:Stage IIB, alive, 285 days 4909.6
TCGA-78-7633-01A 67 years, male, white, stage:Stage IB, dead, 1528 days 4888.2
TCGA-67-3771-01A 77 years, female, black or african american, stage:Stage IA, alive, 610 days 4784.4
TCGA-49-4488-01A 74 years, female, white, stage:Stage IA, dead, 869 days 4745.8
TCGA-86-8672-01A 59 years, male, white, stage:Stage IIB, dead, 19 days 4672.7
TCGA-44-3398-01A 77 years, female, white, stage:Stage IA, alive, 1163 days 4578.3
TCGA-78-7146-01A 71 years, female, white, stage:Stage IIIA, dead, 173 days 4386.4
TCGA-05-5425-01A 68 years, male, stage:Stage IIB, alive, 882 days 4334.5
TCGA-49-6743-01A 81 years, female, white, stage:Stage IIIA, alive, 1621 days 4293.7
TCGA-69-A59K-01A 60 years, female, black or african american, stage:Stage IIB, alive, 591 days 4249.6
TCGA-64-1678-01A 70 years, female, white, stage:'--, alive, 1189 days 4185.7
TCGA-05-4425-01A 70 years, female, stage:Stage IV, alive, 669 days 4115.9
TCGA-49-AAR9-01A 61 years, male, black or african american, stage:Stage IIB, dead, 260 days 3885.9
TCGA-38-4625-01A 66 years, female, white, stage:Stage IB, alive, 2973 days 3838.8
TCGA-49-4506-01A 68 years, female, white, stage:Stage IIB, dead, 999 days 3781.9
TCGA-38-4632-01A 42 years, male, black or african american, stage:Stage IV, dead, 1357 days 3641.2
TCGA-91-6848-01A 59 years, male, white, stage:Stage IIIA, alive, 224 days 3624.0
TCGA-50-5932-01A 75 years, male, white, stage:Stage IIB, dead, 1235 days 3539.6
TCGA-64-5775-01A 71 years, male, white, stage:Stage IIIA, dead, 62 days 3518.0
TCGA-64-5781-01A 55 years, female, white, stage:Stage IB, alive, 1559 days 3475.7
TCGA-35-4122-01A 69 years, male, white, stage:Stage IA, alive, 225 days 3304.2
TCGA-38-4631-01A 72 years, female, white, stage:Stage IB, dead, 354 days 3282.9
TCGA-50-5055-01A 79 years, female, white, stage:Stage IIA, dead, 1830 days 3178.9
TCGA-67-3773-01A 84 years, female, white, stage:Stage IB, alive, 427 days 3168.7
TCGA-64-1680-01A 63 years, male, white, stage:Stage IV, alive, 1126 days 3048.2
TCGA-91-8499-01A 76 years, female, white, stage:Stage IA, alive, 36 days 2993.4
TCGA-35-4123-01A 38 years, male, white, stage:Stage IA, alive, 182 days 2913.3
TCGA-44-6775-01A 72 years, female, white, stage:Stage IB, alive, 705 days 2877.1
TCGA-05-5423-01A 65 years, male, stage:Stage IIB, alive, 151 days 2695.6
TCGA-75-5147-01A female, stage:Stage IB, alive, 1333 days 2321.9
TCGA-05-5428-01A 57 years, male, stage:Stage IIA, alive, 670 days 2290.0
TCGA-91-8496-01A 63 years, female, white, stage:Stage IB, alive, 505 days 2283.7
TCGA-50-5068-01A 59 years, female, white, stage:Stage IIB, dead, 1499 days 2246.7
TCGA-05-5429-01A 60 years, male, stage:Stage IIIA, dead, 275 days 2201.0
TCGA-44-6146-01A 64 years, male, white, stage:Stage IIB, alive, 728 days 2026.3
TCGA-05-5420-01A 67 years, male, stage:Stage IIIA, alive, 457 days 1909.0
TCGA-50-5049-01A 70 years, male, white, stage:Stage IA, alive, 3094 days 1654.1
TCGA-44-3917-01A 33 years, female, white, stage:Stage IB, alive, 1183 days 1630.8
TCGA-50-5045-01A 57 years, female, black or african american, stage:'--, dead, 2174 days 1560.4
TCGA-35-5375-01A 61 years, male, white, stage:Stage IIIA, alive, 264 days 1408.9
TCGA-78-7536-01A 69 years, male, white, stage:Stage IIIA, dead, 244 days 1304.9
TCGA-44-2662-01A 65 years, male, white, stage:Stage IB, alive, 1280 days 1184.7
TCGA-75-5146-01A male, stage:Stage IB, alive, 2368 days 1109.5
TCGA-50-5066-01A 72 years, male, black or african american, stage:Stage IB, alive, 1442 days 946.7
TCGA-44-5645-01A 61 years, female, black or african american, stage:Stage IA, alive, 852 days 922.6
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-CO1 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.

: 16823.6
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 15866.0
Number of samples 105
Samples
Sample Description pTPM
L764 66 years, male, stage:Stage IIIA, alive, 1684 days 36449.7
L728 77 years, male, stage:Stage IIB, dead, 1128 days 33625.4
L850 77 years, male, stage:Stage IIIA, dead, 997 days 32275.6
L504 65 years, female, stage:Stage IA, dead, 1295 days 30890.7
L413 72 years, female, stage:Stage IIIA, dead, 313 days 29218.7
L455 52 years, female, stage:Stage IA, alive, 3315 days 29114.8
L606 55 years, male, stage:Stage IA, alive, 2336 days 27011.3
L782 73 years, female, stage:Stage IIB, alive, 3371 days 26326.7
L596 74 years, female, stage:Stage IA, alive, 2319 days 26038.3
L638 65 years, male, stage:Stage IA, alive, 2076 days 25859.6
L532 69 years, female, stage:Stage IA, dead, 301 days 25746.3
L493 56 years, female, stage:Stage IIB, alive, 2945 days 25144.9
L569 76 years, female, stage:Stage IA, alive, 2531 days 23930.7
L879 75 years, male, stage:Stage IV, dead, 873 days 23499.6
L778 65 years, female, stage:Stage IA, alive, 1600 days 22922.2
L613 72 years, male, stage:Stage IIIA, dead, 19 days 22033.0
L511 56 years, female, stage:Stage IIIA, alive, 2942 days 21636.9
L872 71 years, female, stage:Stage IA, alive, 1793 days 21613.3
L875 69 years, female, stage:Stage IA, alive, 1675 days 21610.0
L695 68 years, female, stage:Stage IB, dead, 1762 days 21367.9
L439 80 years, male, stage:Stage IIB, dead, 2773 days 20883.4
L738 74 years, female, stage:Stage IB, dead, 1314 days 20717.4
L890 56 years, female, stage:Stage IIB, dead, 1264 days 20625.8
L531 74 years, male, stage:Stage IB, dead, 928 days 20180.6
L689 69 years, male, stage:Stage IA, alive, 1943 days 19826.7
L871 74 years, male, stage:Stage IB, dead, 873 days 19642.4
L656 58 years, male, stage:Stage IA, alive, 2227 days 19321.8
L612 80 years, female, stage:Stage IIIA, alive, 2410 days 19162.4
L826 45 years, female, stage:Stage IV, dead, 935 days 19111.9
L561 62 years, female, stage:Stage IA, alive, 2543 days 19095.7
L829 76 years, male, stage:Stage IA, alive, 2173 days 18787.8
L673 74 years, female, stage:Stage IA, dead, 568 days 18536.7
L530 76 years, female, stage:Stage IIA, dead, 308 days 18053.1
L619 68 years, female, stage:Stage IIIA, dead, 1905 days 18050.9
L602 69 years, female, stage:Stage IA, alive, 2277 days 17773.1
L749 49 years, female, stage:Stage IIIA, dead, 189 days 17354.9
L630 65 years, female, stage:Stage IA, dead, 1733 days 17346.1
L607 59 years, male, stage:Stage IB, alive, 2572 days 17248.3
L543 65 years, male, stage:Stage IA, alive, 2711 days 17165.6
L566 58 years, male, stage:Stage IB, alive, 2489 days 17135.8
L446 71 years, female, stage:Stage IIB, dead, 415 days 17046.2
L873 62 years, female, stage:Stage IA, alive, 1740 days 16997.0
L832 65 years, female, stage:Stage IA, alive, 2145 days 16825.7
L887 77 years, male, stage:Stage IA, dead, 374 days 16821.4
L565 59 years, female, stage:Stage IB, dead, 543 days 16790.9
L766 59 years, male, stage:Stage IB, alive, 1793 days 16651.2
L546 57 years, male, stage:Stage IA, dead, 973 days 16647.0
L458 76 years, female, stage:Stage IA, dead, 223 days 16508.1
L626 76 years, female, stage:Stage IA, dead, 1994 days 16316.1
L865 75 years, female, stage:Stage IIB, alive, 1927 days 15943.9
L800 66 years, female, stage:Stage IA, dead, 2417 days 15904.9
L593 78 years, male, stage:Stage IA, dead, 2436 days 15578.1
L731 59 years, female, stage:Stage IA, dead, 964 days 15345.4
L400 78 years, male, stage:Stage IIA, dead, 1233 days 15312.9
L484 64 years, female, stage:Stage IA, alive, 2895 days 15201.0
L773 64 years, female, stage:Stage IV, dead, 311 days 14867.7
L678 65 years, female, stage:Stage IB, dead, 1114 days 14820.5
L541 70 years, female, stage:Stage IIIA, dead, 915 days 14813.4
L816 73 years, female, stage:Stage IIA, dead, 353 days 14477.7
L885 62 years, female, stage:Stage IA, alive, 1618 days 14342.2
L877 70 years, female, stage:Stage IA, alive, 1599 days 14275.7
L605 74 years, female, stage:Stage IA, alive, 2460 days 13743.8
L440 80 years, male, stage:Stage IIB, dead, 651 days 13631.4
L867 62 years, female, stage:Stage IIIA, dead, 317 days 13569.8
L662 66 years, male, stage:Stage IA, dead, 865 days 13267.3
L735 75 years, female, stage:Stage IA, alive, 1830 days 13022.9
L710 72 years, female, stage:Stage IIA, alive, 1775 days 12837.9
L791 66 years, female, stage:Stage IIIA, dead, 368 days 12800.8
L725 64 years, female, stage:Stage IA, alive, 1830 days 12552.5
L663 62 years, female, stage:Stage IB, alive, 2018 days 12260.1
L814 73 years, male, stage:Stage IIIA, alive, 2466 days 12124.4
L768 60 years, male, stage:Stage IIIA, dead, 472 days 12084.4
L802 62 years, female, stage:Stage IA, dead, 773 days 11454.8
L683 77 years, female, stage:Stage IIA, dead, 612 days 11412.3
L567 83 years, female, stage:Stage IIIA, dead, 1299 days 11363.3
L621 79 years, female, stage:Stage IIIA, dead, 1487 days 11349.8
L616 54 years, male, stage:Stage IA, dead, 410 days 10974.2
L810 64 years, female, stage:Stage IIIA, dead, 625 days 10690.9
L601 75 years, male, stage:Stage IB, dead, 2068 days 10487.6
L851 70 years, male, stage:Stage IB, dead, 1315 days 10485.6
L746 64 years, female, stage:Stage IIIA, dead, 594 days 10472.7
L585 70 years, female, stage:Stage IIA, dead, 402 days 10243.9
L462 67 years, male, stage:Stage IIIA, dead, 568 days 10188.6
L599 80 years, male, stage:Stage IB, dead, 2083 days 10136.3
L557 81 years, female, stage:Stage IB, alive, 2580 days 10103.8
L842 62 years, female, stage:Stage IB, alive, 2005 days 9816.9
L620 70 years, female, stage:Stage IIIA, dead, 338 days 9736.1
L827 70 years, male, stage:Stage IIB, dead, 1105 days 9488.7
L874 56 years, female, stage:Stage IIIA, alive, 1733 days 9342.5
L831 62 years, female, stage:Stage IB, alive, 2152 days 9302.7
L404 74 years, female, stage:Stage IIA, dead, 2318 days 9211.4
L808 48 years, female, stage:Stage IA, alive, 3001 days 9123.1
L828 68 years, female, stage:Stage IIB, alive, 2222 days 9106.7
L880 75 years, female, stage:Stage IA, alive, 1767 days 8882.9
L551 62 years, male, stage:Stage IA, alive, 2924 days 8647.0
L682 64 years, female, stage:Stage IIB, dead, 840 days 8384.7
L617 68 years, male, stage:Stage IIIA, dead, 238 days 7877.6
L838 71 years, female, stage:Stage IA, dead, 1005 days 7628.2
L703 71 years, male, stage:Stage IIA, dead, 1137 days 6383.8
L752 65 years, male, stage:Stage IIIA, alive, 1647 days 6229.3
L545 60 years, female, stage:Stage IA, alive, 2874 days 5774.8
L401 74 years, male, stage:Stage IIIA, dead, 1888 days 5298.8
L603 70 years, female, stage:Stage IB, dead, 972 days 4284.9
L688 57 years, male, stage:Stage IIIA, dead, 789 days 3649.1
L473 66 years, female, stage:Stage IA, alive, 3021 days 2687.0
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-CO1 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.

: 5114.42
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 9517.5
Number of samples 489
Samples
Sample Description pTPM
TCGA-94-7033-01A 73 years, male, white, stage:Stage IB, alive, 640 days 37969.7
TCGA-98-A539-01A 63 years, male, white, stage:Stage IIB, alive, 173 days 32619.7
TCGA-O2-A52W-01A 63 years, male, black or african american, stage:Stage I, dead, 261 days 31856.9
TCGA-37-4129-01A 52 years, female, white, stage:Stage IA, alive, 242 days 29276.3
TCGA-98-8022-01A 61 years, male, white, stage:Stage IA, dead, 933 days 29042.0
TCGA-33-A5GW-01A 67 years, male, white, stage:Stage IIA, dead, 9 days 28563.2
TCGA-56-A49D-01A 67 years, male, white, stage:Stage IIIA, alive, 637 days 28332.2
TCGA-94-A4VJ-01A 71 years, female, white, stage:Stage IA, alive, 430 days 27759.3
TCGA-77-6844-01A 74 years, male, white, stage:Stage IIIA, dead, 2284 days 27499.7
TCGA-85-A50Z-01A 57 years, male, white, stage:Stage IIA, alive, 493 days 27094.5
TCGA-90-7964-01A 70 years, male, white, stage:Stage IB, alive, 428 days 26275.2
TCGA-56-7221-01A 79 years, male, white, stage:Stage IB, alive, 608 days 25164.2
TCGA-56-8624-01A 84 years, male, white, stage:Stage IIB, alive, 420 days 24572.3
TCGA-85-A4QR-01A 67 years, male, white, stage:Stage IB, alive, 600 days 24023.3
TCGA-L3-A4E7-01A 71 years, male, white, stage:Stage IB, alive, 392 days 23693.7
TCGA-85-A4CL-01A 65 years, male, white, stage:Stage IA, dead, 921 days 23683.4
TCGA-98-A53B-01A 69 years, male, white, stage:Stage IB, dead, 61 days 22967.4
TCGA-33-AASB-01A 66 years, male, black or african american, stage:Stage IB, dead, 211 days 22857.1
TCGA-33-AASL-01A 57 years, female, black or african american, stage:Stage IA, dead, 826 days 21942.6
TCGA-77-8140-01A 66 years, female, stage:Stage IIB, dead, 351 days 21598.0
TCGA-63-A5MI-01A 65 years, male, stage:Stage IIIA, alive, 1784 days 20729.5
TCGA-58-8391-01A 57 years, female, white, stage:Stage IIIA, alive, 2167 days 20676.0
TCGA-98-A53D-01A 68 years, male, white, stage:Stage IIB, dead, 645 days 20448.0
TCGA-56-A5DS-01A 72 years, female, white, stage:Stage IB, alive, 8 days 20335.5
TCGA-96-8170-01A 75 years, female, white, stage:Stage IIA, alive, 531 days 20227.8
TCGA-NC-A5HI-01A 68 years, female, white, stage:Stage IB, alive, 1743 days 20154.3
TCGA-21-1081-01A 69 years, male, white, stage:Stage IIB, dead, 284 days 20007.1
TCGA-56-8307-01A 55 years, female, white, stage:Stage IIB, alive, 818 days 19873.1
TCGA-77-6845-01A 69 years, male, white, stage:Stage IIB, dead, 708 days 19841.9
TCGA-77-8146-01A 72 years, male, stage:Stage IA, alive, 3189 days 19745.8
TCGA-22-4601-01A 73 years, female, white, stage:Stage IIIA, dead, 1057 days 19322.1
TCGA-22-1002-01A 69 years, male, white, stage:Stage IA, dead, 131 days 19138.5
TCGA-77-7335-01A 62 years, female, white, stage:Stage IIIB, dead, 2133 days 18993.5
TCGA-98-A53H-01A 76 years, female, white, stage:Stage IA, alive, 618 days 18954.9
TCGA-34-8456-01A 71 years, female, white, stage:Stage IIA, alive, 804 days 18646.4
TCGA-63-A5MG-01A 68 years, male, stage:Stage IB, alive, 2148 days 18621.0
TCGA-39-5027-01A 73 years, male, white, stage:Stage IB, alive, 3108 days 18602.3
TCGA-85-A4QQ-01A 68 years, male, white, stage:Stage IB, dead, 927 days 18318.4
TCGA-33-4582-01A 55 years, male, white, stage:Stage IA, dead, 3149 days 18315.7
TCGA-85-A4PA-01A 61 years, male, white, stage:Stage IB, alive, 741 days 18173.6
TCGA-56-7731-01A 66 years, female, white, stage:Stage IB, dead, 3 days 18152.1
TCGA-58-A46J-01A 64 years, male, white, stage:Stage IIB, alive, 2589 days 18040.7
TCGA-NC-A5HR-01A 75 years, female, white, stage:Stage IIA, alive, 1244 days 18013.4
TCGA-77-A5GA-01A 76 years, male, stage:Stage IB, alive, 1280 days 17996.2
TCGA-NC-A5HJ-01A 59 years, male, white, stage:Stage IIB, dead, 418 days 17861.5
TCGA-56-A4BX-01A 70 years, male, white, stage:Stage IIA, alive, 405 days 17755.2
TCGA-34-A5IX-01A 80 years, male, white, stage:Stage IIB, alive, 1031 days 17749.7
TCGA-60-2715-01A 51 years, male, white, stage:Stage IA, dead, 1075 days 17649.9
TCGA-56-A4ZK-01A 76 years, female, white, stage:Stage IB, alive, 570 days 17645.3
TCGA-33-6737-01A 71 years, male, white, stage:Stage IIIA, dead, 601 days 17474.8
TCGA-90-A59Q-01A 61 years, female, white, stage:Stage IIA, dead, 322 days 17467.0
TCGA-43-2578-01A 59 years, female, white, stage:Stage IA, dead, 684 days 17170.2
TCGA-56-A4ZJ-01A 75 years, female, white, stage:Stage IA, alive, 640 days 17065.4
TCGA-77-7463-01A 75 years, male, white, stage:Stage IB, dead, 1423 days 17024.4
TCGA-33-AASD-01A 83 years, male, black or african american, stage:Stage IA, dead, 2249 days 16899.6
TCGA-98-A53C-01A 77 years, female, white, stage:Stage IA, alive, 822 days 16887.6
TCGA-90-6837-01A 64 years, male, white, stage:Stage IIB, alive, 758 days 16886.6
TCGA-21-1082-01A 61 years, male, white, stage:Stage IB, alive, 3644 days 16813.9
TCGA-NC-A5HL-01A 73 years, male, white, stage:Stage IIA, dead, 88 days 16699.9
TCGA-96-8169-01A 67 years, female, white, stage:Stage IA, alive, 557 days 16648.5
TCGA-56-7582-01A 83 years, male, white, stage:Stage IB, alive, 601 days 16541.3
TCGA-43-2576-01A 62 years, female, white, stage:Stage IIIA, alive, 1223 days 16495.6
TCGA-NK-A7XE-01A 66 years, male, black or african american, stage:Stage IIIB, alive, 13 days 16290.5
TCGA-56-8626-01A 59 years, male, white, stage:Stage IA, dead, 302 days 16186.5
TCGA-56-7822-01A 75 years, male, black or african american, stage:Stage IIB, dead, 532 days 16040.5
TCGA-21-1070-01A 60 years, female, black or african american, stage:Stage IIIA, alive, 3636 days 15906.1
TCGA-NC-A5HQ-01A 70 years, male, white, stage:Stage IIIA, dead, 448 days 15808.8
TCGA-NC-A5HM-01A 76 years, male, white, stage:Stage IB, alive, 1212 days 15720.1
TCGA-56-A5DR-01A 81 years, male, white, stage:Stage IA, alive, 4 days 15674.0
TCGA-18-4083-01A 63 years, male, white, stage:Stage IIB, dead, 188 days 15560.1
TCGA-63-A5MY-01A 63 years, male, stage:Stage IA, alive, 1052 days 15524.8
TCGA-98-A53J-01A 77 years, male, white, stage:Stage IB, alive, 630 days 15503.9
TCGA-85-8354-01A 53 years, male, white, stage:Stage IB, alive, 995 days 15359.4
TCGA-56-7580-01A 84 years, male, white, stage:Stage IB, alive, 925 days 15291.7
TCGA-85-8584-01A 71 years, male, white, stage:Stage IIA, dead, 383 days 15070.4
TCGA-63-A5MV-01A 69 years, male, stage:Stage IIA, alive, 1100 days 14696.3
TCGA-63-A5MT-01A 74 years, male, stage:Stage IIB, alive, 498 days 14488.8
TCGA-56-7730-01A 73 years, male, white, stage:Stage IIA, dead, 198 days 14461.2
TCGA-77-8154-01A 67 years, male, stage:Stage IA, alive, 1841 days 14446.8
TCGA-56-8623-01A 71 years, male, white, stage:Stage IB, dead, 692 days 14284.1
TCGA-NC-A5HE-01A 60 years, male, white, stage:Stage IIB, alive, 2336 days 14184.7
TCGA-63-7021-01A male, stage:Stage IA, alive, 2142 days 14134.6
TCGA-39-5024-01A 65 years, female, white, stage:Stage IIIA, alive, 2510 days 14125.3
TCGA-85-8580-01A 52 years, female, white, stage:Stage IB, alive, 1113 days 13962.4
TCGA-94-7943-01A 80 years, male, white, stage:Stage IA, alive, 559 days 13843.1
TCGA-92-8065-01A 74 years, female, white, stage:Stage IIB, alive, 70 days 13773.7
TCGA-LA-A446-01A 68 years, male, white, stage:Stage IA, alive, 401 days 13748.8
TCGA-33-AASI-01A 65 years, female, black or african american, stage:Stage IIB, dead, 1344 days 13709.8
TCGA-85-8288-01A 70 years, male, white, stage:Stage IIA, dead, 402 days 13688.0
TCGA-56-A4BY-01A 66 years, male, white, stage:Stage IB, dead, 543 days 13615.0
TCGA-43-A475-01A 67 years, female, white, stage:Stage IIB, alive, 296 days 13602.7
TCGA-22-0944-01A 61 years, male, white, stage:Stage IB, dead, 223 days 13597.3
TCGA-94-A5I6-01A 62 years, male, white, stage:Stage IIB, alive, 538 days 13554.1
TCGA-22-1016-01A 65 years, male, white, stage:Stage IB, dead, 822 days 13459.9
TCGA-33-4538-01A 66 years, male, white, stage:Stage IIIA, dead, 2979 days 13459.7
TCGA-56-8304-01A 73 years, female, white, stage:Stage IA, alive, 106 days 13440.8
TCGA-77-8150-01A 64 years, male, stage:Stage IIIA, dead, 1655 days 13385.3
TCGA-85-8352-01A 67 years, male, white, stage:Stage IIIA, dead, 161 days 13380.4
TCGA-77-8131-01A 72 years, male, stage:Stage IB, dead, 383 days 13378.5
TCGA-56-8503-01A 76 years, female, white, stage:Stage IIB, alive, 41 days 13340.6
TCGA-56-8628-01A 78 years, male, white, stage:Stage IA, alive, 616 days 13290.3
TCGA-58-A46K-01A 59 years, male, white, stage:Stage IIIA, dead, 1045 days 13246.5
TCGA-33-AAS8-01A 59 years, female, black or african american, stage:Stage IA, dead, 1114 days 13194.8
TCGA-NK-A5CX-01A 73 years, male, white, stage:Stage IIA, alive, 111 days 13174.5
TCGA-58-A46L-01A 73 years, male, white, stage:Stage IIIA, alive, 1723 days 12998.6
TCGA-XC-AA0X-01A 77 years, female, black or african american, stage:Stage IA, dead, 6 days 12946.7
TCGA-56-A4BW-01A 55 years, male, white, stage:Stage IIA, alive, 585 days 12930.4
TCGA-22-4595-01A 57 years, male, white, stage:Stage IIIA, dead, 734 days 12798.2
TCGA-33-6738-01A 80 years, male, white, stage:Stage IIIA, alive, 1927 days 12798.1
TCGA-NC-A5HP-01A 69 years, male, white, stage:Stage IV, dead, 770 days 12753.8
TCGA-43-8118-01A 55 years, female, white, stage:Stage IA, dead, 89 days 12741.5
TCGA-18-3407-01A 72 years, male, asian, stage:Stage IB, dead, 136 days 12718.3
TCGA-85-7696-01A 64 years, male, white, stage:Stage IA, alive, 1111 days 12648.3
TCGA-56-8308-01A 79 years, male, white, stage:Stage IIB, alive, 517 days 12627.7
TCGA-56-8309-01A 66 years, male, white, stage:Stage IA, alive, 428 days 12617.3
TCGA-90-7766-01A 66 years, female, white, stage:Stage IA, alive, 289 days 12605.2
TCGA-63-6202-01A male, stage:Stage IIA, alive, 1602 days 12595.5
TCGA-58-8393-01A 68 years, female, white, stage:Stage IB, alive, 1058 days 12505.9
TCGA-O2-A52N-01A 78 years, male, white, stage:Stage I, dead, 1006 days 12446.7
TCGA-33-4547-01A 68 years, male, white, stage:Stage IB, alive, 2419 days 12439.1
TCGA-22-4605-01A 78 years, female, stage:Stage IB, dead, 974 days 12417.2
TCGA-46-6025-01A 71 years, male, white, stage:Stage IIB, alive, 324 days 12416.5
TCGA-63-7020-01A male, stage:Stage IA, alive, 2133 days 12374.5
TCGA-58-8388-01A 60 years, male, white, stage:Stage IB, dead, 412 days 12374.3
TCGA-22-5481-01A 72 years, female, white, stage:Stage IIB, dead, 2409 days 12168.9
TCGA-96-7545-01A 73 years, male, white, stage:Stage IA, dead, 1736 days 11929.9
TCGA-77-7465-01A 58 years, male, white, stage:Stage IIA, alive, 990 days 11919.1
TCGA-85-8072-01A 60 years, male, white, stage:Stage IA, alive, 932 days 11873.8
TCGA-77-8156-01A 60 years, male, stage:Stage IB, alive, 1106 days 11863.1
TCGA-56-8622-01A 68 years, male, white, stage:Stage IB, alive, 55 days 11845.1
TCGA-58-8386-01A 75 years, male, stage:Stage IV, dead, 1 days 11787.6
TCGA-22-A5C4-01A 70 years, male, white, stage:Stage IIA, alive, 671 days 11716.0
TCGA-77-6843-01A 74 years, male, white, stage:Stage IIA, dead, 2224 days 11682.1
TCGA-60-2721-01A 73 years, male, white, stage:Stage IB, alive, 983 days 11579.2
TCGA-34-7107-01A 70 years, male, white, stage:Stage II, dead, 34 days 11560.9
TCGA-56-8504-01A 74 years, male, white, stage:Stage IB, alive, 510 days 11551.9
TCGA-63-A5MR-01A 70 years, female, stage:Stage IB, alive, 2716 days 11531.6
TCGA-85-6798-01A 57 years, male, white, stage:Stage IIIA, dead, 195 days 11531.2
TCGA-98-A53A-01A 70 years, male, black or african american, stage:Stage IB, dead, 552 days 11498.9
TCGA-21-1076-01A 54 years, female, white, stage:Stage IB, alive, 1852 days 11470.3
TCGA-NC-A5HF-01A 74 years, male, white, stage:Stage IIIB, dead, 138 days 11459.4
TCGA-43-2581-01A 47 years, female, white, stage:Stage IIIA, alive, 1176 days 11450.7
TCGA-63-A5MS-01A 78 years, male, stage:Stage IB, alive, 2381 days 11406.7
TCGA-52-7622-01A 62 years, female, white, stage:Stage IA, alive, 862 days 11403.8
TCGA-63-A5MB-01A 62 years, male, stage:Stage IB, alive, 3123 days 11336.4
TCGA-18-3408-01A 77 years, female, white, stage:Stage IB, dead, 2304 days 11328.7
TCGA-77-7141-01A 64 years, male, white, stage:Stage IB, alive, 15 days 11272.1
TCGA-58-8392-01A 70 years, male, white, stage:Stage IB, dead, 501 days 11265.1
TCGA-21-1078-01A 77 years, male, white, stage:Stage IB, dead, 474 days 11177.5
TCGA-37-A5EN-01A 59 years, male, white, stage:Stage IIIB, alive, 660 days 11030.5
TCGA-NC-A5HD-01A 79 years, male, white, stage:Stage IIB, dead, 2 days 11008.3
TCGA-66-2770-01A 79 years, male, stage:Stage IB, alive, 700 days 10987.8
TCGA-21-A5DI-01A 77 years, male, white, stage:Stage IA, alive, 979 days 10690.9
TCGA-22-1005-01A 63 years, male, white, stage:Stage IA, dead, 1953 days 10686.0
TCGA-18-3409-01A 74 years, male, white, stage:Stage IA, alive, 3747 days 10665.2
TCGA-85-8052-01A 53 years, male, white, stage:Stage IIB, alive, 734 days 10505.0
TCGA-66-2767-01A 62 years, male, stage:Stage IIIB, alive, 61 days 10502.4
TCGA-63-A5ML-01A 68 years, male, stage:Stage IB, alive, 1386 days 10454.4
TCGA-68-7755-01A 60 years, female, white, stage:Stage IIA, alive, 83 days 10453.9
TCGA-21-1083-01A 75 years, male, white, stage:Stage IA, dead, 1315 days 10448.8
TCGA-92-7341-01A 71 years, male, white, stage:Stage IB, alive, 106 days 10443.5
TCGA-77-8145-01A 73 years, male, stage:Stage IIIB, dead, 212 days 10429.0
TCGA-22-4604-01A 73 years, male, white, stage:Stage IIA, dead, 399 days 10366.1
TCGA-43-A56V-01A 61 years, male, black or african american, stage:Stage IIIA, alive, 366 days 10330.2
TCGA-77-8153-01A 77 years, female, stage:Stage IB, alive, 1992 days 10199.7
TCGA-37-4141-01A 65 years, female, white, stage:Stage IA, alive, 12 days 10142.7
TCGA-52-7811-01A 67 years, male, white, stage:Stage IB, dead, 266 days 10125.1
TCGA-85-8664-01A 73 years, male, white, stage:Stage IIB, dead, 550 days 10108.2
TCGA-22-4596-01A 69 years, female, white, stage:Stage IB, dead, 17 days 10093.3
TCGA-43-A474-01A 66 years, male, white, stage:Stage IIA, alive, 353 days 10091.4
TCGA-85-A513-01A 60 years, female, asian, stage:Stage IA, alive, 910 days 10067.9
TCGA-NC-A5HT-01A 69 years, male, white, stage:Stage IIIA, alive, 804 days 10062.6
TCGA-98-8021-01A 75 years, female, white, stage:Stage IA, alive, 937 days 10046.6
TCGA-22-1011-01A 73 years, male, white, stage:Stage IB, dead, 53 days 10043.8
TCGA-21-1071-01A 67 years, male, white, stage:Stage IB, dead, 1426 days 10018.9
TCGA-39-5040-01A 59 years, male, white, stage:Stage IIIA, dead, 519 days 10013.4
TCGA-J1-A4AH-01A 70 years, male, white, stage:Stage IIA, alive, 581 days 9954.4
TCGA-33-4532-01A 68 years, male, white, stage:Stage IB, dead, 3924 days 9933.4
TCGA-39-5034-01A 73 years, female, white, stage:Stage IIB, dead, 1107 days 9929.2
TCGA-56-8625-01A 66 years, female, white, stage:Stage IIIA, dead, 315 days 9828.3
TCGA-66-2773-01A 69 years, male, stage:Stage IB, dead, 92 days 9789.0
TCGA-68-A59J-01A 74 years, female, white, stage:Stage IB, alive, 448 days 9772.8
TCGA-34-5232-01A 75 years, female, black or african american, stage:Stage IIA, alive, 2471 days 9717.8
TCGA-85-A4JB-01A 74 years, male, white, stage:Stage IIB, alive, 942 days 9695.1
TCGA-18-5592-01A 57 years, male, stage:Stage IIB, alive, 1519 days 9694.4
TCGA-21-1072-01A 75 years, male, white, stage:Stage IB, alive, 3016 days 9613.4
TCGA-33-4583-01A 73 years, male, white, stage:Stage IA, dead, 4601 days 9524.2
TCGA-60-2719-01A 83 years, female, white, stage:Stage IB, alive, 1297 days 9515.1
TCGA-18-3416-01A 83 years, male, stage:Stage IIB, dead, 973 days 9504.5
TCGA-85-8479-01A 66 years, male, white, stage:Stage IA, alive, 468 days 9497.4
TCGA-85-7697-01A 49 years, male, white, stage:Stage IIB, alive, 1063 days 9492.9
TCGA-22-4593-01A 77 years, male, white, stage:Stage IIA, dead, 1067 days 9484.4
TCGA-56-8083-01A 56 years, male, white, stage:Stage IB, alive, 150 days 9475.2
TCGA-43-5668-01A 78 years, male, white, stage:Stage IIA, dead, 559 days 9460.2
TCGA-NK-A5D1-01A 57 years, male, white, stage:Stage IIA, alive, 511 days 9416.5
TCGA-85-8582-01A 49 years, male, white, stage:Stage IA, alive, 1160 days 9398.3
TCGA-46-6026-01A 81 years, male, white, stage:Stage IIB, alive, 423 days 9381.8
TCGA-22-4613-01A 73 years, female, white, stage:Stage IA, dead, 358 days 9361.2
TCGA-77-8143-01A 76 years, male, stage:Stage IIIA, dead, 803 days 9300.4
TCGA-85-8350-01A 61 years, male, white, stage:Stage IA, alive, 683 days 9270.6
TCGA-34-8454-01A 62 years, female, white, stage:Stage IIIA, alive, 1180 days 9249.4
TCGA-77-8138-01A 74 years, male, stage:Stage IB, dead, 539 days 9192.3
TCGA-56-8629-01A 63 years, male, white, stage:Stage IIA, alive, 481 days 9103.8
TCGA-68-A59I-01A 73 years, female, black or african american, stage:Stage IIIA, alive, 492 days 9072.5
TCGA-58-A46N-01A 52 years, male, white, stage:Stage IB, alive, 910 days 9066.5
TCGA-66-2763-01A 63 years, female, stage:Stage IB, alive, 30 days 9010.5
TCGA-63-A5MP-01A 56 years, male, stage:Stage IIB, alive, 769 days 9009.6
TCGA-58-A46M-01A 61 years, male, white, stage:Stage IIB, alive, 1072 days 9001.8
TCGA-22-4607-01A 75 years, male, white, stage:Stage IB, dead, 587 days 8997.8
TCGA-77-A5G6-01A 66 years, male, stage:Stage IIIA, dead, 678 days 8966.0
TCGA-34-5927-01A 70 years, female, white, stage:Stage IA, alive, 1361 days 8952.7
TCGA-18-3414-01A 73 years, male, asian, stage:Stage IV, dead, 716 days 8939.1
TCGA-66-2734-01A 62 years, female, stage:Stage IB, alive, 1311 days 8928.3
TCGA-60-2703-01A 73 years, male, white, stage:Stage IIB, dead, 2945 days 8926.1
TCGA-18-3410-01A 81 years, male, stage:Stage IIB, dead, 146 days 8918.2
TCGA-22-1000-01A 76 years, male, white, stage:Stage IB, dead, 454 days 8896.7
TCGA-60-2716-01A 39 years, male, stage:Stage IIB, alive, 1475 days 8855.3
TCGA-52-7809-01A 74 years, male, white, stage:Stage IB, dead, 166 days 8838.2
TCGA-68-8251-01A 78 years, male, white, stage:Stage IB, alive, 406 days 8833.1
TCGA-39-5037-01A 65 years, male, white, stage:Stage IIA, alive, 1690 days 8779.1
TCGA-66-2793-01A 68 years, male, stage:Stage IIIB, dead, 306 days 8760.6
TCGA-22-1012-01A 80 years, female, white, stage:Stage IB, dead, 429 days 8755.3
TCGA-77-7338-01A 64 years, male, white, stage:Stage IB, dead, 5 days 8710.2
TCGA-56-7579-01A 61 years, male, white, stage:Stage IIIA, dead, 951 days 8667.0
TCGA-43-8115-01A 72 years, female, white, stage:Stage IIA, alive, 407 days 8655.9
TCGA-66-2790-01A 72 years, male, stage:Stage IIB, alive, 699 days 8641.8
TCGA-60-2696-01A 76 years, female, black or african american, stage:Stage IIA, dead, 109 days 8618.8
TCGA-85-8276-01A 62 years, male, white, stage:Stage IIA, alive, 1050 days 8614.3
TCGA-60-2706-01A 58 years, male, white, stage:Stage IA, alive, 2820 days 8566.5
TCGA-60-2707-01A 70 years, male, stage:Stage IB, dead, 667 days 8540.7
TCGA-77-8008-01A 68 years, male, stage:Stage IB, dead, 2639 days 8535.8
TCGA-96-7544-01A 83 years, male, white, stage:Stage IIB, dead, 2160 days 8496.8
TCGA-85-6560-01A 59 years, male, white, stage:Stage IIA, alive, 1259 days 8487.2
TCGA-77-A5G1-01A 75 years, male, stage:Stage IIIA, alive, 4026 days 8466.6
TCGA-98-A53I-01A 64 years, male, white, stage:Stage IIA, alive, 565 days 8460.4
TCGA-43-7658-01A 75 years, female, white, stage:Stage IA, dead, 2378 days 8413.3
TCGA-O2-A5IB-01A 71 years, female, white, stage:Stage III, dead, 340 days 8411.3
TCGA-33-4587-01A 63 years, female, white, stage:Stage IB, dead, 1656 days 8374.6
TCGA-66-2756-01A 68 years, male, stage:Stage IIIB, alive, 30 days 8361.2
TCGA-MF-A522-01A 54 years, male, white, stage:Stage IB, dead, 360 days 8274.7
TCGA-56-5898-01A 69 years, male, white, stage:Stage IA, alive, 555 days 8256.3
TCGA-22-0940-01A 71 years, male, white, stage:Stage IIA, dead, 669 days 8228.5
TCGA-85-7710-01A 59 years, female, white, stage:Stage IA, alive, 42 days 8207.0
TCGA-77-8148-01A 68 years, male, stage:Stage IIIA, alive, 2023 days 8203.3
TCGA-51-6867-01A 72 years, female, white, stage:Stage I, dead, 1856 days 8171.5
TCGA-85-A4JC-01A 84 years, male, white, stage:Stage IIA, dead, 604 days 8161.0
TCGA-98-8023-01A 70 years, male, white, stage:Stage IIIA, alive, 649 days 8147.1
TCGA-85-8666-01A 65 years, male, white, stage:Stage IB, dead, 687 days 8125.6
TCGA-85-A5B5-01A 58 years, male, white, stage:Stage IA, alive, 111 days 8094.5
TCGA-NC-A5HN-01A 77 years, male, white, stage:Stage IIA, alive, 1499 days 8093.3
TCGA-77-7142-01A 59 years, female, white, stage:Stage IB, alive, 2227 days 8068.6
TCGA-60-2708-01A 64 years, female, white, stage:Stage IIB, alive, 2447 days 7950.3
TCGA-66-2787-01A 57 years, male, stage:Stage IA, alive, 1217 days 7937.5
TCGA-56-8082-01A 80 years, female, white, stage:Stage IIA, alive, 455 days 7898.0
TCGA-56-7222-01A 60 years, male, white, stage:Stage IB, dead, 562 days 7846.3
TCGA-85-8048-01A 62 years, male, white, stage:Stage IA, alive, 765 days 7829.4
TCGA-22-1017-01A 62 years, male, white, stage:Stage IA, dead, 1485 days 7784.7
TCGA-66-2785-01A 65 years, male, stage:Stage IB, alive, 60 days 7762.5
TCGA-NK-A5CR-01A 77 years, male, stage:Stage IB, alive, 2542 days 7760.3
TCGA-63-A5MH-01A 68 years, male, stage:Stage IA, alive, 2026 days 7743.0
TCGA-46-3767-01A 76 years, male, white, stage:Stage IA, alive, 396 days 7736.1
TCGA-21-5782-01A 68 years, female, white, stage:Stage IB, dead, 962 days 7721.9
TCGA-66-2768-01A 57 years, male, stage:Stage IIB, alive, 61 days 7687.9
TCGA-21-5787-01A 65 years, male, black or african american, stage:Stage IIIA, dead, 329 days 7683.0
TCGA-85-6175-01A 63 years, female, white, stage:Stage IIB, dead, 294 days 7680.4
TCGA-92-7340-01A 45 years, female, white, stage:Stage IIA, alive, 82 days 7653.7
TCGA-85-A50M-01A 47 years, male, asian, stage:Stage IIA, dead, 826 days 7621.2
TCGA-34-2596-01A 70 years, male, white, stage:Stage IIB, dead, 80 days 7610.2
TCGA-85-A510-01A 74 years, female, white, stage:Stage IIB, alive, 482 days 7585.2
TCGA-21-5784-01A 80 years, female, white, stage:Stage IB, alive, 1268 days 7577.0
TCGA-22-5472-01A 67 years, male, white, stage:Stage IB, dead, 1975 days 7542.6
TCGA-66-2754-01A 67 years, male, stage:Stage IIIA, alive, 61 days 7526.1
TCGA-85-7843-01A 50 years, male, white, stage:Stage IIA, alive, 35 days 7517.4
TCGA-66-2786-01A 68 years, female, stage:Stage IA, alive, 790 days 7513.9
TCGA-77-8139-01A 72 years, male, stage:Stage IIB, alive, 3166 days 7485.2
TCGA-22-4609-01A 81 years, male, white, stage:Stage IA, dead, 291 days 7396.8
TCGA-39-5019-01A 70 years, male, white, stage:Stage IB, alive, 3387 days 7370.3
TCGA-43-7657-01A 68 years, female, white, stage:Stage IA, alive, 236 days 7368.3
TCGA-77-8133-01A 74 years, male, stage:Stage IIA, dead, 1640 days 7357.0
TCGA-NC-A5HG-01A 59 years, male, white, stage:Stage IIIA, alive, 1963 days 7344.2
TCGA-33-4533-01A 76 years, female, black or african american, stage:Stage IB, alive, 4068 days 7276.8
TCGA-34-2600-01A 76 years, female, white, stage:Stage IA, dead, 1874 days 7275.1
TCGA-22-4599-01A 73 years, female, white, stage:Stage IB, dead, 1161 days 7233.6
TCGA-85-8481-01A 70 years, male, white, stage:Stage IIB, dead, 236 days 7195.7
TCGA-43-6770-01A 59 years, female, black or african american, stage:Stage IB, alive, 653 days 7182.1
TCGA-66-2782-01A 71 years, male, stage:Stage IIB, dead, 365 days 7172.8
TCGA-85-A511-01A 62 years, male, white, stage:Stage IIB, dead, 455 days 7156.8
TCGA-60-2698-01A 62 years, male, white, stage:Stage IIB, dead, 311 days 7135.4
TCGA-22-5478-01A 79 years, male, stage:Stage IB, dead, 24 days 7110.3
TCGA-77-8007-01A 68 years, male, stage:Stage IIB, dead, 198 days 7100.9
TCGA-94-A5I4-01A 61 years, male, white, stage:Stage IIA, alive, 491 days 7092.5
TCGA-60-2725-01A 74 years, male, white, stage:Stage IB, alive, 816 days 6979.1
TCGA-51-4079-01A 73 years, female, black or african american, stage:Stage IB, dead, 12 days 6975.6
TCGA-37-A5EM-01A 49 years, male, white, stage:Stage II, alive, 867 days 6970.8
TCGA-NK-A5CT-01A 70 years, male, white, stage:Stage IA, alive, 1997 days 6948.2
TCGA-34-5231-01A 72 years, male, white, stage:Stage IA, dead, 1984 days 6939.9
TCGA-39-5021-01A 70 years, male, white, stage:Stage IB, dead, 2086 days 6929.6
TCGA-34-2608-01A 84 years, male, white, stage:Stage IB, dead, 1000 days 6905.7
TCGA-52-7810-01A 60 years, female, white, stage:Stage IIB, alive, 923 days 6879.5
TCGA-77-A5FZ-01A 64 years, male, stage:Stage IIIB, dead, 3838 days 6855.9
TCGA-56-A62T-01A 78 years, male, black or african american, stage:Stage IIA, alive, 440 days 6846.2
TCGA-56-1622-01A 58 years, male, white, stage:Stage IB, dead, 881 days 6844.2
TCGA-63-7022-01A female, stage:Stage IA, alive, 2073 days 6834.2
TCGA-60-2726-01A 56 years, male, white, stage:Stage IIA, dead, 358 days 6800.0
TCGA-18-4086-01A 64 years, male, stage:Stage IB, dead, 85 days 6777.5
TCGA-34-8455-01A 67 years, male, white, stage:Stage IV, dead, 123 days 6771.2
TCGA-22-5482-01A 81 years, male, white, stage:Stage IB, dead, 357 days 6762.0
TCGA-68-8250-01A 66 years, male, black or african american, stage:Stage IA, alive, 244 days 6740.0
TCGA-85-A53L-01A 63 years, male, asian, stage:Stage IIA, alive, 377 days 6722.2
TCGA-66-2777-01A 71 years, male, stage:Stage IB, alive, 61 days 6704.1
TCGA-43-7656-01A 71 years, male, white, stage:Stage IA, alive, 596 days 6699.5
TCGA-34-5929-01A 78 years, female, white, stage:Stage IB, dead, 151 days 6698.2
TCGA-43-6771-01A 85 years, male, white, stage:Stage IB, dead, 166 days 6682.6
TCGA-22-5471-01A 75 years, male, white, stage:Stage IB, alive, 1845 days 6679.9
TCGA-21-5783-01A 76 years, male, white, stage:Stage IB, dead, 2680 days 6674.5
TCGA-60-2695-01A 74 years, female, white, stage:Stage IB, alive, 642 days 6651.1
TCGA-66-2789-01A 73 years, male, stage:Stage IIIB, dead, 123 days 6650.9
TCGA-66-2781-01A 67 years, male, stage:Stage IB, alive, 121 days 6588.9
TCGA-77-8136-01A 74 years, female, stage:Stage IIB, dead, 1189 days 6580.3
TCGA-90-A4ED-01A 69 years, male, white, stage:Stage IB, alive, 615 days 6522.5
TCGA-66-2744-01A 71 years, male, stage:Stage IIB, alive, 30 days 6512.5
TCGA-33-AASJ-01A 60 years, male, black or african american, stage:Stage IB, dead, 3600 days 6492.0
TCGA-98-7454-01A 73 years, male, white, stage:Stage IB, alive, 652 days 6466.5
TCGA-21-1077-01A 64 years, male, white, stage:Stage IIB, dead, 1058 days 6430.4
TCGA-77-7139-01A 56 years, male, white, stage:Stage IIB, alive, 4261 days 6422.9
TCGA-60-2704-01A 73 years, male, white, stage:Stage IIB, dead, 1154 days 6415.0
TCGA-77-8130-01A 69 years, male, stage:Stage IIB, alive, 4765 days 6404.6
TCGA-22-5485-01A 58 years, female, white, stage:Stage IA, dead, 916 days 6377.9
TCGA-77-A5GF-01A 70 years, male, stage:Stage IIA, dead, 840 days 6374.5
TCGA-60-2697-01A 41 years, male, white, stage:Stage IIA, dead, 372 days 6350.1
TCGA-43-6647-01A 69 years, female, white, stage:Stage IIB, alive, 757 days 6333.7
TCGA-85-7844-01A 71 years, male, white, stage:Stage IB, alive, 911 days 6322.2
TCGA-66-2753-01A 69 years, male, stage:Stage IB, alive, 31 days 6308.3
TCGA-85-8353-01A 72 years, male, white, stage:Stage IIIA, dead, 94 days 6295.4
TCGA-60-2712-01A 79 years, female, white, stage:Stage IIB, dead, 274 days 6259.8
TCGA-77-A5G3-01A 63 years, male, stage:Stage IIB, alive, 4570 days 6238.2
TCGA-77-8128-01A 60 years, male, stage:Stage IIIA, dead, 1150 days 6238.2
TCGA-60-2713-01A 64 years, male, white, stage:Stage IB, alive, 1731 days 6221.4
TCGA-43-8116-01A 73 years, male, white, stage:Stage IA, alive, 358 days 6215.5
TCGA-94-7557-01A 73 years, male, black or african american, stage:Stage IB, dead, 5 days 6212.8
TCGA-63-A5MW-01A 76 years, male, stage:Stage IB, alive, 1639 days 6205.5
TCGA-96-A4JL-01A 78 years, female, asian, stage:Stage IIA, alive, 842 days 6177.6
TCGA-77-A5GH-01A 81 years, male, stage:Stage IB, alive, 1182 days 6175.1
TCGA-37-4132-01A 61 years, female, white, stage:Stage IV, alive, 227 days 6148.8
TCGA-34-5928-01A 83 years, female, white, stage:Stage IIB, alive, 1196 days 6140.5
TCGA-L3-A524-01A 45 years, female, white, stage:Stage IIB, dead, 490 days 6129.7
TCGA-43-3394-01A 52 years, male, black or african american, stage:Stage IB, dead, 1190 days 6093.7
TCGA-85-6561-01A 66 years, male, white, stage:Stage IB, alive, 1224 days 6092.9
TCGA-39-5011-01A 70 years, female, white, stage:Stage IA, alive, 4053 days 6082.1
TCGA-21-1075-01A 57 years, male, white, stage:Stage IIB, alive, 2134 days 6074.2
TCGA-18-3417-01A 65 years, male, stage:Stage IV, dead, 1097 days 5968.6
TCGA-70-6723-01A 65 years, male, asian, stage:Stage IIA, alive, 375 days 5881.0
TCGA-43-5670-01A 70 years, male, white, stage:Stage IIA, alive, 849 days 5870.6
TCGA-94-8035-01A 64 years, male, white, stage:Stage IIB, alive, 122 days 5865.8
TCGA-43-A56U-01A 76 years, female, white, stage:Stage IA, alive, 432 days 5841.0
TCGA-NC-A5HK-01A 58 years, female, white, stage:Stage IIB, alive, 128 days 5810.9
TCGA-66-2769-01A 75 years, male, stage:Stage IIIB, dead, 215 days 5750.3
TCGA-O2-A52Q-01A 44 years, female, white, stage:Stage III, dead, 113 days 5739.7
TCGA-21-1080-01A 66 years, male, white, stage:Stage IB, alive, 3724 days 5736.1
TCGA-66-2727-01A 55 years, female, stage:Stage IB, dead, 516 days 5698.7
TCGA-NC-A5HO-01A 70 years, female, white, stage:Stage IIIA, alive, 1336 days 5694.3
TCGA-56-8201-01A 74 years, male, white, stage:Stage IIB, dead, 397 days 5690.1
TCGA-66-2742-01A 70 years, male, stage:Stage IV, alive, 641 days 5683.9
TCGA-66-2771-01A 60 years, male, stage:Stage IIB, alive, 578 days 5676.6
TCGA-85-7698-01A 48 years, male, white, stage:Stage IA, alive, 952 days 5671.8
TCGA-66-2780-01A 65 years, male, stage:Stage IB, dead, 366 days 5663.6
TCGA-58-8390-01A 70 years, male, white, stage:Stage IIA, alive, 911 days 5605.8
TCGA-90-7769-01A 55 years, male, white, stage:Stage IIB, alive, 358 days 5594.1
TCGA-63-A5MM-01A 69 years, female, stage:Stage IIB, dead, 456 days 5592.2
TCGA-68-7756-01A 84 years, male, white, stage:Stage IIIA, alive, 202 days 5577.6
TCGA-85-A512-01A 46 years, male, white, stage:Stage IIA, alive, 465 days 5577.5
TCGA-33-4586-01A 57 years, male, white, stage:Stage IIIA, dead, 428 days 5576.8
TCGA-92-8064-01A 58 years, male, white, stage:'--, alive, 160 days 5569.4
TCGA-66-2792-01A 58 years, male, stage:Stage IIB, alive, 913 days 5559.9
TCGA-85-8355-01A 63 years, male, white, stage:Stage IA, alive, 61 days 5551.1
TCGA-96-A4JK-01A 65 years, male, white, stage:Stage IIA, alive, 589 days 5462.7
TCGA-90-A4EE-01A 53 years, male, white, stage:Stage IIA, alive, 688 days 5459.2
TCGA-21-1079-01A 71 years, male, white, stage:Stage IIIA, dead, 965 days 5455.1
TCGA-60-2710-01A 67 years, female, white, stage:Stage IIA, alive, 2024 days 5440.2
TCGA-37-5819-01A 64 years, male, white, stage:Stage IIIA, alive, 103 days 5435.7
TCGA-56-6545-01A 77 years, female, white, stage:Stage IB, alive, 666 days 5424.1
TCGA-63-A5MN-01A 78 years, female, stage:Stage IIB, dead, 345 days 5413.1
TCGA-NC-A5HH-01A 53 years, male, white, stage:Stage IA, alive, 37 days 5394.9
TCGA-85-7950-01A 46 years, male, white, stage:Stage IB, alive, 576 days 5383.1
TCGA-18-4721-01A 74 years, male, white, stage:Stage IA, alive, 4694 days 5364.3
TCGA-56-7223-01A 66 years, male, white, stage:Stage IIIA, dead, 442 days 5345.3
TCGA-33-4566-01A 40 years, male, white, stage:Stage IB, dead, 5287 days 5319.2
TCGA-66-2788-01A 56 years, male, stage:Stage IB, alive, 699 days 5260.1
TCGA-66-2737-01A 72 years, male, stage:Stage IIB, alive, 61 days 5233.0
TCGA-39-5022-01A 76 years, male, white, stage:Stage IB, dead, 1679 days 5206.8
TCGA-60-2714-01A 66 years, female, white, stage:Stage IIB, alive, 1531 days 5120.3
TCGA-51-4081-01A 55 years, male, white, stage:Stage IIB, alive, 911 days 5108.6
TCGA-56-5897-01A 74 years, male, white, stage:Stage IA, alive, 378 days 5057.2
TCGA-33-A4WN-01A 60 years, male, white, stage:Stage IB, dead, 143 days 5056.0
TCGA-60-2709-01A 69 years, male, black or african american, stage:Stage IB, alive, 1505 days 5048.2
TCGA-98-8020-01A 56 years, female, black or african american, stage:Stage IIIA, dead, 84 days 5028.4
TCGA-18-3412-01A 52 years, male, white, stage:Stage IB, dead, 345 days 4942.6
TCGA-66-2783-01A 67 years, male, stage:Stage IIIB, alive, 759 days 4942.0
TCGA-18-3406-01A 67 years, male, white, stage:Stage IA, dead, 371 days 4914.5
TCGA-85-8277-01A 70 years, male, white, stage:Stage IIIA, dead, 307 days 4899.4
TCGA-85-8049-01A 57 years, male, white, stage:Stage IB, alive, 579 days 4884.3
TCGA-39-5036-01A 73 years, male, white, stage:Stage IB, alive, 2165 days 4873.5
TCGA-39-5035-01A 72 years, female, white, stage:Stage IA, alive, 2080 days 4870.6
TCGA-37-3789-01A 65 years, male, white, stage:Stage IB, alive, 13 days 4870.0
TCGA-85-8351-01A 72 years, male, white, stage:Stage IIA, alive, 510 days 4859.7
TCGA-46-3768-01A 58 years, male, white, stage:Stage IIIA, dead, 299 days 4822.8
TCGA-39-5039-01A 76 years, male, white, stage:Stage IIA, dead, 544 days 4793.9
TCGA-60-2724-01A 47 years, male, white, stage:Stage IIIA, alive, 717 days 4787.1
TCGA-22-4591-01A 80 years, male, white, stage:Stage IIIA, dead, 623 days 4666.1
TCGA-66-2765-01A 64 years, male, stage:Stage IB, alive, 61 days 4655.8
TCGA-39-5028-01A 75 years, male, white, stage:Stage IIIA, dead, 52 days 4651.0
TCGA-43-3920-01A 71 years, male, white, stage:Stage IB, alive, 1007 days 4600.1
TCGA-22-5473-01A 78 years, male, white, stage:'--, dead, 1933 days 4599.8
TCGA-46-3766-01A 62 years, female, white, stage:Stage IA, alive, 370 days 4501.0
TCGA-77-7138-01A 67 years, male, stage:Stage IB, dead, 340 days 4477.0
TCGA-22-5477-01A 65 years, male, white, stage:Stage IA, dead, 1346 days 4426.8
TCGA-60-2720-01A 60 years, female, white, stage:Stage IB, alive, 97 days 4353.6
TCGA-66-2778-01A 68 years, female, stage:Stage IIIB, alive, 578 days 4320.2
TCGA-66-2791-01A 66 years, male, stage:Stage IIIB, dead, 153 days 4303.2
TCGA-85-A4CN-01A 56 years, female, white, stage:Stage IIB, alive, 1038 days 4192.0
TCGA-60-2722-01A 66 years, male, white, stage:Stage IIB, alive, 908 days 4175.6
TCGA-66-2755-01A 63 years, male, stage:Stage IB, alive, 28 days 4171.0
TCGA-22-5479-01A 64 years, male, white, stage:Stage IB, dead, 2625 days 4095.2
TCGA-92-8063-01A 52 years, male, white, stage:Stage IIIA, alive, 122 days 4085.4
TCGA-43-6143-01A 70 years, male, white, stage:Stage IB, alive, 699 days 4072.8
TCGA-39-5029-01A 67 years, male, white, stage:Stage IIIA, dead, 740 days 4027.9
TCGA-18-3411-01A 63 years, female, stage:Stage IIIA, alive, 3576 days 3970.4
TCGA-66-2800-01A 70 years, male, stage:Stage IIIB, alive, 1492 days 3963.5
TCGA-66-2758-01A 71 years, male, stage:Stage IB, alive, 639 days 3958.1
TCGA-58-8387-01A 60 years, male, white, stage:Stage IIA, dead, 403 days 3887.2
TCGA-18-5595-01A 50 years, male, stage:Stage IB, dead, 827 days 3876.9
TCGA-37-4130-01A 56 years, male, white, stage:Stage IA, alive, 247 days 3835.7
TCGA-66-2757-01A 65 years, female, stage:Stage IA, dead, 1338 days 3814.9
TCGA-18-3415-01A 77 years, male, stage:Stage IB, dead, 2803 days 3797.1
TCGA-34-5239-01A 75 years, male, white, stage:Stage IIIA, alive, 1834 days 3650.1
TCGA-63-A5MJ-01A 54 years, male, stage:Stage IIB, alive, 1824 days 3618.3
TCGA-18-3421-01A 65 years, male, white, stage:Stage IB, alive, 2645 days 3592.2
TCGA-O2-A52V-01A 75 years, female, black or african american, stage:Stage II, dead, 1335 days 3562.6
TCGA-85-8287-01A 72 years, male, white, stage:Stage IA, dead, 23 days 3537.6
TCGA-70-6722-01A 47 years, male, asian, stage:Stage IIIA, alive, 367 days 3534.1
TCGA-85-7699-01A 73 years, male, white, stage:Stage IIIA, dead, 1001 days 3474.4
TCGA-77-8144-01A 70 years, male, stage:Stage IB, alive, 833 days 3453.5
TCGA-94-8490-01A 70 years, male, white, stage:Stage IIB, alive, 153 days 3415.6
TCGA-46-3765-01A 59 years, female, white, stage:Stage IA, alive, 405 days 3345.6
TCGA-37-3792-01A 69 years, male, white, stage:Stage IB, alive, 12 days 3337.7
TCGA-22-5491-01A 74 years, male, white, stage:Stage IA, dead, 1713 days 3308.8
TCGA-34-5236-01A 60 years, male, white, stage:Stage IIB, dead, 276 days 3303.9
TCGA-60-2723-01A 74 years, female, white, stage:Stage IB, alive, 1092 days 3301.9
TCGA-60-2711-01A 64 years, female, white, stage:Stage IB, alive, 1260 days 3299.0
TCGA-66-2795-01A 68 years, male, stage:Stage IIIB, alive, 122 days 3235.2
TCGA-37-3783-01A 51 years, male, white, stage:Stage IIIA, alive, 122 days 3141.8
TCGA-39-5030-01A 81 years, female, asian, stage:Stage IIIA, dead, 59 days 3115.6
TCGA-34-5240-01A 73 years, female, white, stage:Stage IIB, alive, 1541 days 3087.9
TCGA-63-7023-01A male, stage:Stage IIA, alive, 1682 days 3074.1
TCGA-22-4594-01A 60 years, female, stage:Stage IIIA, dead, 1470 days 3059.8
TCGA-77-6842-01A 79 years, male, white, stage:Stage IIB, dead, 899 days 3034.2
TCGA-66-2759-01A 66 years, male, stage:Stage IIIA, alive, 762 days 3031.9
TCGA-22-5483-01A 74 years, male, white, stage:Stage IIA, dead, 573 days 3010.7
TCGA-98-A538-01A 67 years, male, white, stage:Stage IIB, alive, 826 days 3001.8
TCGA-18-3419-01A 73 years, male, stage:Stage IIB, alive, 2811 days 3001.3
TCGA-39-5031-01A 76 years, female, stage:Stage IA, dead, 1841 days 2912.2
TCGA-56-8305-01A 72 years, male, white, stage:Stage IB, alive, 105 days 2896.4
TCGA-94-8491-01A 73 years, male, white, stage:Stage IIA, alive, 810 days 2869.6
TCGA-77-7140-01A 69 years, female, white, stage:Stage IIB, dead, 632 days 2864.2
TCGA-66-2766-01A 54 years, male, stage:Stage IIIA, alive, 31 days 2825.0
TCGA-22-5474-01A 74 years, male, white, stage:Stage IB, dead, 445 days 2718.2
TCGA-39-5016-01A 44 years, male, white, stage:Stage IIA, alive, 3850 days 2586.8
TCGA-46-3769-01A 57 years, male, white, stage:'--, alive, 135 days 2571.4
TCGA-21-5786-01A 64 years, male, white, stage:Stage IB, alive, 1032 days 2508.1
TCGA-77-7337-01A 65 years, male, white, stage:Stage IIB, dead, 3253 days 2483.0
TCGA-90-7767-01A 56 years, male, white, stage:Stage IIB, alive, 89 days 2370.0
TCGA-66-2794-01A 64 years, male, stage:Stage IIIB, alive, 1645 days 2369.2
TCGA-52-7812-01A 68 years, male, white, stage:'--, dead, 835 days 2337.5
TCGA-37-4133-01A 63 years, male, white, stage:Stage IIIA, alive, 238 days 2266.9
TCGA-43-6773-01A 76 years, male, white, stage:Stage IIB, dead, 116 days 2228.5
TCGA-34-5234-01A 71 years, female, white, stage:Stage IA, alive, 2271 days 2128.7
TCGA-34-5241-01A 79 years, male, white, stage:Stage IB, dead, 515 days 2004.4
TCGA-22-5492-01A 73 years, female, stage:Stage IIIA, dead, 506 days 1864.4
TCGA-33-4589-01A 62 years, female, white, stage:Stage IIB, dead, 47 days 1614.0
TCGA-22-5480-01A 66 years, female, white, stage:Stage IA, dead, 2170 days 1592.9
TCGA-37-4135-01A 68 years, male, white, stage:Stage IB, alive, 207 days 1565.6
TCGA-22-5489-01A 64 years, male, white, stage:Stage IA, dead, 1912 days 1534.8
TCGA-O2-A52S-01A 57 years, female, white, stage:Stage III, dead, 387 days 1526.9
TCGA-77-8009-01A 68 years, male, stage:Stage IIB, dead, 1695 days 1498.4
TCGA-LA-A7SW-01A 71 years, male, black or african american, stage:Stage IIIA, dead, 408 days 1473.1
TCGA-37-A5EL-01A 53 years, male, white, stage:Stage IIB, dead, 1143 days 1339.3
TCGA-51-4080-01A 65 years, male, black or african american, stage:Stage IIIB, dead, 12 days 1008.1
TCGA-85-8070-01A 71 years, male, white, stage:Stage IB, alive, 960 days 999.2
TCGA-85-8071-01A 52 years, male, white, stage:Stage IIA, alive, 815 days 987.1
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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-CO1 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.

: 9469.81
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 11655.5
Number of samples 68
Samples
Sample Description pTPM
L490 58 years, male, stage:Stage IA, dead, 716 days 22107.8
L472 71 years, male, stage:Stage IB, dead, 423 days 21665.9
L736 67 years, male, stage:Stage IA, dead, 1195 days 19769.6
L886 71 years, male, stage:Stage IB, dead, 1932 days 17740.3
L858 69 years, female, stage:Stage IIB, dead, 558 days 17708.4
L817 76 years, female, stage:Stage IIIA, dead, 1279 days 16372.7
L658 65 years, female, stage:Stage IIB, alive, 2083 days 16354.0
L854 62 years, female, stage:Stage IB, alive, 2256 days 16077.6
L864 66 years, female, stage:Stage IA, alive, 2192 days 15954.8
L488 61 years, female, stage:Stage IIA, alive, 2993 days 15927.3
L468 53 years, male, stage:Stage IB, alive, 3004 days 15379.6
L818 67 years, male, stage:Stage IB, alive, 2480 days 15128.9
L459 75 years, male, stage:Stage IIA, alive, 3181 days 14865.1
L444 74 years, female, stage:Stage IIB, alive, 3337 days 14861.4
L755 82 years, male, stage:Stage IIA, dead, 227 days 14757.1
L744 75 years, male, stage:Stage IA, alive, 1614 days 14717.7
L758 84 years, male, stage:Stage IA, dead, 1562 days 14584.2
L447 67 years, male, stage:Stage IIB, alive, 3203 days 14472.1
L442 75 years, female, stage:Stage IB, dead, 2433 days 14100.6
L884 71 years, male, stage:Stage IIA, alive, 1627 days 14072.6
L715 69 years, female, stage:Stage IIIA, dead, 150 days 13876.5
L592 61 years, male, stage:Stage IB, alive, 2368 days 13844.8
L534 66 years, male, stage:Stage IIA, alive, 2693 days 13710.3
L466 65 years, female, stage:Stage IIIA, dead, 412 days 13495.0
L712 61 years, male, stage:Stage IA, alive, 1698 days 13015.2
L685 71 years, female, stage:Stage IIB, alive, 1944 days 12736.5
L452 62 years, male, stage:Stage IIIA, dead, 3115 days 12579.3
L586 67 years, male, stage:Stage IIA, dead, 784 days 12530.5
L568 77 years, female, stage:Stage IIB, dead, 71 days 12510.7
L767 67 years, male, stage:Stage IA, alive, 1718 days 12418.7
L719 63 years, male, stage:Stage IB, alive, 1615 days 11849.1
L456 48 years, male, stage:Stage IIA, dead, 1660 days 11691.2
L760 80 years, male, stage:Stage IIA, alive, 1895 days 11236.2
L747 74 years, female, stage:Stage IA, dead, 1112 days 11216.8
L529 79 years, female, stage:Stage IA, alive, 2775 days 11194.2
L420 57 years, female, stage:Stage IIB, dead, 295 days 11188.2
L788 54 years, female, stage:Stage IA, alive, 3385 days 11184.3
L633 77 years, female, stage:Stage IA, alive, 2102 days 11023.8
L881 70 years, male, stage:Stage IB, alive, 1752 days 10932.6
L655 62 years, male, stage:Stage IIA, dead, 1603 days 10788.7
L457 46 years, female, stage:Stage IIA, alive, 2901 days 10645.4
L650 69 years, female, stage:Stage IB, dead, 986 days 10507.0
L572 58 years, male, stage:Stage IA, alive, 2532 days 9543.7
L820 73 years, female, stage:Stage IA, alive, 2405 days 9515.7
L406 64 years, male, stage:Stage IA, alive, 3057 days 9469.8
L483 65 years, male, stage:Stage IB, dead, 77 days 9377.1
L824 70 years, male, stage:Stage IA, dead, 665 days 9327.0
L559 72 years, male, stage:Stage IIB, alive, 2615 days 9304.4
L604 67 years, male, stage:Stage IIA, dead, 286 days 9230.3
L563 61 years, female, stage:Stage IIB, dead, 1216 days 9107.5
L723 67 years, male, stage:Stage IIA, dead, 433 days 8768.3
L751 59 years, female, stage:Stage IIIA, alive, 1600 days 8707.3
L642 67 years, male, stage:Stage IB, dead, 1167 days 8567.6
L652 82 years, male, stage:Stage IA, dead, 5 days 8564.7
L860 77 years, male, stage:Stage IA, alive, 2056 days 8465.4
L856 69 years, male, stage:Stage IA, dead, 1465 days 8330.9
L753 61 years, male, stage:Stage IIA, alive, 1705 days 7767.9
L852 64 years, male, stage:Stage IB, dead, 700 days 7658.6
L470 78 years, female, stage:Stage IB, dead, 1774 days 7525.2
L496 77 years, male, stage:Stage IB, alive, 2761 days 7234.2
L661 66 years, male, stage:Stage IA, dead, 1123 days 6955.1
L739 49 years, female, stage:Stage IIIA, dead, 352 days 6716.4
L857 69 years, male, stage:Stage IB, dead, 226 days 6619.1
L464 66 years, male, stage:Stage IB, dead, 1935 days 6313.0
L644 67 years, male, stage:Stage IA, dead, 282 days 5496.2
L756 72 years, male, stage:Stage IB, alive, 1796 days 4886.1
L539 78 years, male, stage:Stage IB, dead, 370 days 4487.7
L608 73 years, male, stage:Stage IA, alive, 2350 days 3841.5
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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.

 

Antibody stainingi

Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.

Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.


Antibody HPA069328

Antibody CAB016241
 Staining
  High
  Medium
  Low
  Not detected
 Intensity
  Strong
  Moderate
  Weak
  Negative
 Quantity
  >75%
  75%-25%
  <25%
  None
 Location
  Nuclear
  Cytoplasmic/membranous
  Cytoplasmic/membranous,nuclear
  None
Adenocarcinoma, NOS
Squamous cell carcinoma, NOS

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