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MT-ATP8
HPA
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  • MT-ATP8
CANCER LUNG CANCER Show tissue menu
BREAST CANCER CARCINOID CERVICAL CANCER COLORECTAL CANCER ENDOMETRIAL CANCER GLIOMA HEAD AND NECK CANCER LIVER CANCER LUNG CANCER LYMPHOMA
MELANOMA OVARIAN CANCER PANCREATIC CANCER PROSTATE CANCER RENAL CANCER SKIN CANCER STOMACH CANCER TESTIS CANCER THYROID CANCER UROTHELIAL CANCER
LUAD TCGA LUAD VALIDATION LUSC TCGA LUSC VALIDATION PROTEIN LUAD CPTAC PROTEIN LUSC CPTAC
Dictionary
Lung cancer
Human cancer
Lung adenocarcinoma
Lung squamous cell carcinoma
LUNG ADENOCARCINOMA (TCGA) - Interactive survival scatter ploti

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

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

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

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

& Survival analysisi

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

MT-ATP8 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.

: 5935.83
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 11819.7
Number of samples 497
Samples
Sample Description pTPM
TCGA-69-7760-01A 73 years, male, white, stage:Stage IIB, alive, 202 days 75571.1
TCGA-97-7937-01A 65 years, male, white, stage:Stage IB, alive, 564 days 51891.9
TCGA-49-4514-01A 79 years, female, white, stage:Stage IA, alive, 1700 days 50373.6
TCGA-55-A490-01A 78 years, male, white, stage:Stage IIA, dead, 99 days 50053.6
TCGA-62-8397-01A 70 years, female, white, stage:Stage IIB, alive, 1289 days 41881.4
TCGA-62-A46R-01A 54 years, female, white, stage:Stage IB, dead, 1725 days 39351.6
TCGA-44-2659-01A 65 years, female, white, stage:Stage IIB, alive, 1367 days 38647.8
TCGA-78-7153-01A 65 years, female, white, stage:Stage IB, alive, 3635 days 38631.5
TCGA-55-6985-01A 58 years, female, white, stage:Stage IB, alive, 1233 days 38595.6
TCGA-49-4512-01A 69 years, female, white, stage:Stage IIIA, dead, 905 days 38241.1
TCGA-53-7813-01A 51 years, female, white, stage:Stage IIIB, alive, 424 days 36629.4
TCGA-78-7166-01A 84 years, male, white, stage:Stage IIB, dead, 258 days 34010.3
TCGA-55-7816-01A 49 years, female, white, stage:Stage IV, dead, 468 days 32872.8
TCGA-55-7910-01A 50 years, female, black or african american, stage:Stage IIA, alive, 1040 days 32396.1
TCGA-49-AARQ-01A 41 years, female, black or african american, stage:Stage I, alive, 6732 days 32129.8
TCGA-62-A470-01A 84 years, male, white, stage:Stage IB, dead, 1194 days 32070.8
TCGA-62-A46O-01A 65 years, female, white, stage:Stage IB, dead, 1454 days 31769.0
TCGA-50-5944-01A 69 years, female, white, stage:Stage IA, alive, 1750 days 31575.6
TCGA-55-6984-01A 71 years, female, white, stage:Stage IIB, dead, 760 days 31435.3
TCGA-78-7540-01A 66 years, female, white, stage:Stage IB, dead, 1197 days 31080.2
TCGA-55-A48Y-01A 69 years, male, white, stage:Stage IIA, alive, 630 days 30838.3
TCGA-75-7025-01A male, stage:Stage IB, alive, 3305 days 30784.7
TCGA-L9-A7SV-01A 69 years, male, black or african american, stage:Stage IIA, alive, 565 days 29713.6
TCGA-86-A4D0-01A 48 years, male, white, stage:Stage IIA, dead, 116 days 29531.8
TCGA-75-6214-01A female, stage:Stage IIIA, dead, 1115 days 29369.6
TCGA-78-7535-01A 45 years, male, white, stage:Stage IB, dead, 949 days 29080.8
TCGA-55-1592-01A 65 years, male, white, stage:Stage IA, dead, 701 days 28795.9
TCGA-J2-A4AD-01A 61 years, female, white, stage:Stage IA, dead, 550 days 27744.5
TCGA-J2-A4AE-01A 77 years, female, white, stage:Stage IA, alive, 1079 days 26943.6
TCGA-55-7907-01A 77 years, male, white, stage:Stage IIA, dead, 343 days 26616.2
TCGA-93-7348-01A 75 years, female, white, stage:Stage IA, alive, 531 days 26042.1
TCGA-50-5051-01A 42 years, female, white, stage:Stage IIIA, dead, 478 days 25648.0
TCGA-55-7726-01A 72 years, female, white, stage:Stage IA, alive, 652 days 25537.8
TCGA-49-AARE-01A 51 years, female, black or african american, stage:Stage IA, dead, 1229 days 24912.5
TCGA-49-AAR2-01A 64 years, male, black or african american, stage:Stage IB, alive, 2224 days 24793.5
TCGA-93-8067-01A 77 years, male, asian, stage:Stage IB, alive, 186 days 24598.1
TCGA-53-A4EZ-01A 63 years, male, white, stage:Stage IIA, alive, 1071 days 24368.3
TCGA-55-8619-01A 72 years, female, white, stage:Stage IIB, alive, 416 days 24103.2
TCGA-50-5946-01A 62 years, male, white, stage:Stage IA, alive, 1617 days 24019.0
TCGA-55-7728-01A 64 years, female, white, stage:Stage IB, alive, 704 days 23805.5
TCGA-44-5644-01A 51 years, female, white, stage:Stage IB, alive, 863 days 23520.2
TCGA-73-A9RS-01A 41 years, male, black or african american, stage:Stage IIB, dead, 340 days 23449.1
TCGA-97-8179-01A 72 years, male, white, stage:Stage IA, alive, 435 days 23114.2
TCGA-55-7727-01A 70 years, male, white, stage:Stage IIIA, alive, 119 days 22807.2
TCGA-86-7714-01A 61 years, female, black or african american, stage:Stage IIIA, dead, 625 days 22567.6
TCGA-49-6742-01A 70 years, male, white, stage:Stage IIA, dead, 488 days 22172.1
TCGA-55-A4DG-01A 71 years, male, white, stage:Stage IA, alive, 608 days 22031.5
TCGA-97-7546-01A 76 years, female, white, stage:Stage IA, alive, 1285 days 21977.5
TCGA-NJ-A4YF-01A 50 years, female, black or african american, stage:Stage IA, alive, 2161 days 21864.2
TCGA-78-7148-01A 71 years, male, white, stage:Stage IIB, dead, 626 days 21747.8
TCGA-55-6981-01A 53 years, female, white, stage:Stage IIIA, dead, 1379 days 21739.2
TCGA-49-AARO-01A 39 years, female, black or african american, stage:Stage IA, alive, 3759 days 21453.0
TCGA-44-7660-01A 72 years, male, white, stage:Stage IB, alive, 592 days 21381.5
TCGA-55-7903-01A 64 years, male, white, stage:Stage IA, alive, 567 days 20940.9
TCGA-55-7227-01A 77 years, male, white, stage:Stage IIIA, dead, 952 days 20326.4
TCGA-50-8459-01A 68 years, male, white, stage:Stage IIB, alive, 1119 days 20251.3
TCGA-75-7027-01A male, stage:Stage IB, alive, 3059 days 20224.3
TCGA-44-6779-01A 50 years, female, white, stage:Stage IIB, dead, 500 days 19944.9
TCGA-78-7143-01A 62 years, female, white, stage:Stage IB, dead, 4961 days 19899.8
TCGA-49-AAR3-01A 69 years, male, black or african american, stage:Stage IIB, alive, 1893 days 19859.9
TCGA-L4-A4E5-01A 48 years, female, white, stage:Stage I, alive, 578 days 19848.5
TCGA-86-7711-01A 70 years, male, white, stage:Stage IIA, dead, 1046 days 19637.0
TCGA-55-A491-01A 81 years, female, white, stage:Stage IA, alive, 626 days 19441.7
TCGA-38-4626-01A 57 years, female, white, stage:'--, alive, 3674 days 19289.3
TCGA-NJ-A55R-01A 67 years, male, white, stage:Stage IA, alive, 603 days 19188.5
TCGA-55-6987-01A 77 years, male, white, stage:Stage IA, alive, 2137 days 19096.6
TCGA-MP-A4TE-01A 56 years, male, white, stage:Stage IIA, dead, 896 days 18885.7
TCGA-55-8089-01A 56 years, male, white, stage:Stage IA, dead, 702 days 18834.0
TCGA-78-7149-01A 71 years, male, white, stage:Stage IIIB, alive, 3940 days 18645.7
TCGA-95-7043-01A 63 years, female, white, stage:Stage IA, dead, 503 days 18616.5
TCGA-95-7944-01A 71 years, male, white, stage:Stage IA, alive, 377 days 18600.8
TCGA-55-7576-01A 54 years, male, black or african american, stage:Stage IB, alive, 670 days 18552.3
TCGA-78-7156-01A 62 years, male, white, stage:Stage IV, dead, 976 days 18497.5
TCGA-78-7155-01A 68 years, male, white, stage:Stage IB, dead, 1171 days 18420.9
TCGA-95-A4VP-01A 66 years, female, white, stage:Stage IIIA, alive, 605 days 18354.2
TCGA-99-AA5R-01A 70 years, female, black or african american, stage:Stage IA, alive, 658 days 18240.3
TCGA-55-6980-01A 56 years, male, white, stage:Stage IA, alive, 2109 days 18207.9
TCGA-38-7271-01A 72 years, female, white, stage:Stage IA, dead, 800 days 18198.1
TCGA-71-6725-01A 48 years, female, asian, stage:Stage IB, alive, 256 days 18092.0
TCGA-78-7159-01A 60 years, female, white, stage:Stage IA, alive, 1974 days 18046.4
TCGA-49-4490-01A 45 years, female, white, stage:Stage IIIA, dead, 385 days 18017.9
TCGA-55-7724-01A 76 years, female, white, stage:Stage IB, alive, 705 days 17999.6
TCGA-78-7161-01A 69 years, female, white, stage:Stage IIB, dead, 291 days 17839.9
TCGA-L9-A444-01A 60 years, female, white, stage:Stage IA, alive, 307 days 17275.2
TCGA-50-5044-01A 72 years, female, white, stage:Stage IIIB, dead, 624 days 17275.0
TCGA-78-7160-01A 61 years, male, white, stage:Stage IV, dead, 697 days 17252.0
TCGA-86-8673-01A 61 years, male, white, stage:Stage IB, alive, 862 days 17250.6
TCGA-97-A4M2-01A 66 years, male, white, stage:Stage IA, alive, 624 days 17214.6
TCGA-55-A57B-01A 80 years, female, black or african american, stage:Stage IA, alive, 546 days 17018.6
TCGA-97-7941-01A 72 years, female, white, stage:Stage IA, alive, 484 days 16920.9
TCGA-55-8096-01A 67 years, female, white, stage:Stage IB, dead, 719 days 16862.3
TCGA-97-8547-01A 78 years, female, stage:Stage IIIA, alive, 657 days 16667.2
TCGA-55-7570-01A 60 years, male, black or african american, stage:Stage IA, alive, 824 days 16626.2
TCGA-86-7955-01A 62 years, male, white, stage:Stage IB, alive, 1072 days 16479.8
TCGA-55-8091-01A 74 years, male, white, stage:Stage IB, alive, 600 days 16328.8
TCGA-99-8025-01A 72 years, female, black or african american, stage:Stage IIIA, alive, 1060 days 16318.7
TCGA-50-6591-01A 63 years, female, white, stage:Stage IV, dead, 119 days 16183.5
TCGA-95-8039-01A 72 years, male, white, stage:Stage IA, alive, 830 days 16110.8
TCGA-64-5779-01A 61 years, male, white, stage:Stage IIIA, alive, 864 days 16023.0
TCGA-99-8033-01A 74 years, female, white, stage:Stage IV, dead, 656 days 15990.1
TCGA-55-7281-01A 70 years, female, white, stage:Stage IA, alive, 872 days 15971.5
TCGA-49-4505-01A 61 years, female, white, stage:Stage IIB, dead, 428 days 15838.0
TCGA-78-7150-01A 59 years, male, white, stage:Stage IIB, dead, 666 days 15826.3
TCGA-50-7109-01A 60 years, male, white, stage:Stage IA, dead, 308 days 15650.2
TCGA-69-7765-01A 56 years, male, black or african american, stage:'--, alive, 165 days 15629.5
TCGA-55-7725-01A 68 years, female, white, stage:Stage IA, alive, 442 days 15504.3
TCGA-55-A4DF-01A 88 years, male, white, stage:Stage IA, dead, 440 days 15465.0
TCGA-44-A47G-01A 73 years, female, white, stage:Stage IA, alive, 351 days 15440.5
TCGA-91-6847-01A 62 years, female, white, stage:Stage IB, alive, 842 days 15389.3
TCGA-44-6776-01A 60 years, female, white, stage:Stage IA, alive, 2616 days 15272.6
TCGA-78-7220-01A 53 years, female, white, stage:Stage IIIA, dead, 807 days 15186.2
TCGA-55-8510-01A 55 years, female, white, stage:Stage IB, alive, 539 days 15097.1
TCGA-97-8175-01A 55 years, female, white, stage:Stage IB, alive, 551 days 14905.9
TCGA-NJ-A55O-01A 56 years, female, white, stage:Stage IIA, alive, 13 days 14849.5
TCGA-55-8204-01A 87 years, female, white, stage:Stage IB, alive, 515 days 14831.7
TCGA-78-7154-01A 72 years, male, white, stage:Stage IIIA, dead, 593 days 14829.5
TCGA-49-AAQV-01A 63 years, female, black or african american, stage:Stage II, dead, 677 days 14788.4
TCGA-J2-8192-01A 65 years, female, white, stage:Stage IIA, alive, 739 days 14781.5
TCGA-55-8514-01A 70 years, female, black or african american, stage:Stage IB, alive, 520 days 14778.8
TCGA-67-6217-01A 73 years, female, white, stage:Stage IIA, alive, 422 days 14769.2
TCGA-93-A4JP-01A 64 years, male, asian, stage:Stage IV, alive, 578 days 14717.9
TCGA-99-7458-01A 74 years, female, white, stage:Stage IIIA, alive, 747 days 14655.1
TCGA-69-7761-01A 84 years, male, white, stage:Stage IB, alive, 186 days 14592.0
TCGA-49-AARR-01A 68 years, male, black or african american, stage:Stage IA, alive, 4992 days 14585.2
TCGA-86-6562-01A 52 years, male, white, stage:Stage IIA, dead, 376 days 14577.6
TCGA-67-6215-01A 52 years, female, white, stage:Stage IB, alive, 174 days 14545.1
TCGA-75-5125-01A male, stage:Stage IIB, dead, 2027 days 14505.9
TCGA-55-8299-01A 61 years, female, white, stage:Stage IA, dead, 469 days 14420.1
TCGA-62-A46S-01A 73 years, male, white, stage:Stage IB, dead, 1653 days 14385.2
TCGA-62-A472-01A 70 years, male, white, stage:Stage IIB, alive, 910 days 14351.0
TCGA-50-6593-01A 49 years, female, white, stage:Stage IIIA, dead, 336 days 14241.4
TCGA-62-8399-01A 62 years, male, white, stage:Stage IIIA, alive, 2696 days 14233.9
TCGA-49-6761-01A 68 years, female, white, stage:Stage IIIA, alive, 354 days 14194.6
TCGA-44-A4SU-01A 67 years, female, white, stage:Stage IA, dead, 409 days 14154.0
TCGA-55-6970-01A 67 years, female, white, stage:Stage IIIA, dead, 464 days 14136.7
TCGA-69-8254-01A 85 years, male, white, stage:'--, alive, 409 days 14135.5
TCGA-05-4396-01A 76 years, male, stage:Stage IIIB, dead, 303 days 14086.6
TCGA-55-8616-01A 58 years, female, white, stage:Stage IB, alive, 48 days 14086.6
TCGA-55-8094-01A 51 years, male, white, stage:Stage IV, alive, 541 days 14040.7
TCGA-64-1681-01A 61 years, female, white, stage:Stage IA, dead, 1167 days 14000.3
TCGA-69-7763-01A 69 years, male, white, stage:Stage IA, alive, 690 days 13993.4
TCGA-55-8090-01A 80 years, male, white, stage:Stage IA, dead, 598 days 13953.2
TCGA-55-5899-01A 58 years, male, white, stage:'--, alive, 930 days 13854.3
TCGA-49-AAR4-01A 51 years, male, black or african american, stage:Stage IIIA, dead, 879 days 13850.7
TCGA-4B-A93V-01A 52 years, female, black or african american, stage:Stage IA, dead, 300 days 13846.3
TCGA-69-7974-01A 54 years, female, white, stage:Stage IIIA, alive, 184 days 13830.3
TCGA-97-8552-01A 55 years, female, white, stage:Stage I, alive, 626 days 13830.3
TCGA-62-A46V-01A 78 years, female, white, stage:Stage IB, alive, 2199 days 13751.2
TCGA-L4-A4E6-01A 67 years, male, white, stage:Stage IA, alive, 435 days 13691.1
TCGA-55-8615-01A 67 years, male, white, stage:Stage IIIA, alive, 446 days 13686.5
TCGA-55-8512-01A 41 years, male, white, stage:Stage IV, dead, 607 days 13679.9
TCGA-86-8585-01A 57 years, male, white, stage:Stage IB, alive, 353 days 13650.8
TCGA-97-A4M7-01A 74 years, male, white, stage:Stage IA, alive, 629 days 13628.1
TCGA-MN-A4N1-01A 60 years, male, black or african american, stage:Stage IIA, alive, 827 days 13627.2
TCGA-95-7947-01A 67 years, male, white, stage:Stage IA, alive, 477 days 13626.9
TCGA-95-A4VN-01A 62 years, female, white, stage:Stage IIA, alive, 553 days 13623.8
TCGA-78-7147-01A 67 years, female, white, stage:Stage IIB, dead, 586 days 13598.3
TCGA-44-6774-01A 56 years, female, white, stage:Stage IIIA, alive, 658 days 13532.8
TCGA-55-8208-01A 73 years, female, white, stage:Stage IA, alive, 674 days 13504.2
TCGA-44-7669-01A 59 years, male, black or african american, stage:Stage IIA, dead, 574 days 13495.1
TCGA-55-7815-01A 76 years, male, stage:Stage IB, alive, 773 days 13418.8
TCGA-NJ-A4YQ-01A 69 years, female, white, stage:Stage IA, alive, 1432 days 13398.1
TCGA-55-6979-01A 59 years, female, white, stage:Stage IIB, dead, 237 days 13389.2
TCGA-05-4434-01A 67 years, female, stage:Stage IV, dead, 457 days 13212.7
TCGA-55-8621-01A 75 years, female, white, stage:Stage IA, alive, 515 days 13104.6
TCGA-91-7771-01A 62 years, male, white, stage:Stage IIB, alive, 492 days 13047.6
TCGA-50-6673-01A 84 years, female, white, stage:Stage I, dead, 22 days 13012.8
TCGA-91-A4BC-01A 59 years, male, white, stage:Stage IIA, alive, 44 days 12964.3
TCGA-MP-A5C7-01A 76 years, female, white, stage:Stage IB, alive, 2248 days 12957.1
TCGA-55-8097-01A 60 years, female, white, stage:Stage IA, alive, 476 days 12926.2
TCGA-55-6982-01A 79 years, female, white, stage:Stage IIB, dead, 995 days 12685.2
TCGA-97-7938-01A 76 years, female, white, stage:Stage IA, dead, 18 days 12634.7
TCGA-50-6594-01A 79 years, female, black or african american, stage:Stage IIIA, dead, 370 days 12596.4
TCGA-97-7547-01A 67 years, female, white, stage:Stage IB, alive, 1965 days 12568.4
TCGA-78-7542-01A 56 years, male, white, stage:Stage IB, dead, 321 days 12548.9
TCGA-49-4487-01A 72 years, female, white, stage:Stage IA, dead, 855 days 12548.1
TCGA-97-7552-01A 70 years, male, white, stage:Stage IB, alive, 1932 days 12542.1
TCGA-73-4668-01A 66 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days 12479.7
TCGA-69-7979-01A 71 years, female, white, stage:Stage IB, alive, 408 days 12478.5
TCGA-49-6744-01A 64 years, female, white, stage:Stage IIA, alive, 1683 days 12448.8
TCGA-67-6216-01A 57 years, female, white, stage:Stage IA, alive, 141 days 12386.7
TCGA-MP-A4T7-01A 75 years, female, stage:Stage IV, dead, 167 days 12373.3
TCGA-J2-A4AG-01A 66 years, female, white, stage:Stage IA, alive, 988 days 12271.2
TCGA-MP-A4T8-01A 68 years, male, stage:Stage IIIA, dead, 161 days 12214.5
TCGA-05-4405-01A 74 years, female, stage:Stage IB, alive, 610 days 12172.6
TCGA-L9-A50W-01A 75 years, male, black or african american, stage:Stage IIA, dead, 442 days 12135.4
TCGA-50-5072-01A 74 years, male, white, stage:Stage IIIA, dead, 250 days 12113.5
TCGA-78-7163-01A 60 years, male, white, stage:Stage IB, alive, 7248 days 12110.3
TCGA-55-7573-01A 72 years, female, white, stage:Stage IA, alive, 487 days 12016.1
TCGA-44-6778-01A 59 years, male, black or african american, stage:Stage IA, alive, 1864 days 12014.3
TCGA-62-A471-01A 64 years, male, white, stage:Stage IIB, alive, 1246 days 11971.2
TCGA-44-2665-01A 55 years, female, white, stage:Stage IIB, alive, 1301 days 11910.5
TCGA-L9-A443-01A 63 years, female, white, stage:Stage IA, dead, 193 days 11884.8
TCGA-62-8394-01A 65 years, female, white, stage:Stage IIIB, dead, 139 days 11861.4
TCGA-55-6968-01A 61 years, male, white, stage:Stage IV, dead, 1293 days 11822.1
TCGA-86-8359-01A 52 years, male, white, stage:Stage IIIA, dead, 444 days 11794.1
TCGA-86-8358-01A 44 years, male, white, stage:Stage IB, alive, 653 days 11746.2
TCGA-44-A4SS-01A 73 years, male, white, stage:Stage IA, alive, 415 days 11725.7
TCGA-62-A46Y-01A 70 years, female, white, stage:Stage IIIA, dead, 414 days 11716.0
TCGA-55-A48Z-01A 60 years, female, white, stage:Stage IIIB, alive, 651 days 11686.9
TCGA-91-6849-01A 75 years, female, black or african american, stage:Stage IIIA, alive, 35 days 11615.9
TCGA-86-7953-01A 69 years, female, white, stage:Stage IA, alive, 997 days 11569.5
TCGA-NJ-A4YG-01A 65 years, male, white, stage:Stage IB, alive, 2261 days 11501.8
TCGA-78-7158-01A 59 years, female, white, stage:Stage IIIB, dead, 179 days 11422.6
TCGA-05-4384-01A 66 years, male, stage:Stage IIIA, alive, 426 days 11409.8
TCGA-97-7553-01A 58 years, female, white, stage:Stage IA, alive, 1870 days 11401.8
TCGA-78-7536-01A 69 years, male, white, stage:Stage IIIA, dead, 244 days 11378.8
TCGA-55-A494-01A 61 years, female, white, stage:Stage IB, alive, 481 days 11324.5
TCGA-95-7562-01A 71 years, male, black or african american, stage:Stage IIA, dead, 87 days 11294.9
TCGA-86-A456-01A 78 years, female, asian, stage:Stage IA, alive, 896 days 11268.1
TCGA-62-8402-01A 73 years, female, white, stage:Stage IIIA, dead, 1498 days 11195.8
TCGA-55-8085-01A 64 years, male, white, stage:Stage IA, alive, 904 days 11118.6
TCGA-55-8507-01A 53 years, male, white, stage:Stage IA, alive, 418 days 11106.8
TCGA-91-6830-01A 65 years, female, white, stage:Stage IIA, alive, 60 days 11099.9
TCGA-44-3396-01A 74 years, female, white, stage:Stage IIIA, alive, 1130 days 11024.4
TCGA-86-7701-01A 66 years, male, white, stage:Stage IV, alive, 947 days 10985.0
TCGA-55-8206-01A 56 years, male, white, stage:Stage IA, alive, 888 days 10981.3
TCGA-99-8032-01A 61 years, male, white, stage:Stage IA, alive, 44 days 10915.7
TCGA-69-7764-01A 75 years, male, white, stage:Stage IA, alive, 414 days 10844.3
TCGA-86-8073-01A 58 years, male, white, stage:Stage IB, alive, 740 days 10833.4
TCGA-MP-A4TD-01A 71 years, male, white, stage:Stage IIIA, dead, 307 days 10751.0
TCGA-86-8278-01A 63 years, female, white, stage:Stage IIB, alive, 944 days 10747.6
TCGA-MN-A4N4-01A 57 years, male, white, stage:Stage IA, alive, 1175 days 10708.2
TCGA-91-6828-01A 70 years, male, white, stage:Stage IA, alive, 323 days 10707.4
TCGA-97-8176-01A 63 years, male, white, stage:Stage IIIA, dead, 468 days 10648.0
TCGA-55-6975-01A 61 years, male, white, stage:Stage IIB, dead, 118 days 10639.5
TCGA-95-A4VK-01A 74 years, female, white, stage:Stage IIIA, alive, 651 days 10608.4
TCGA-97-8172-01A 75 years, female, white, stage:Stage IB, alive, 545 days 10556.2
TCGA-86-A4P8-01A 59 years, female, white, stage:Stage IIIA, alive, 805 days 10553.6
TCGA-44-2655-01A 65 years, female, white, stage:Stage IA, alive, 1324 days 10548.1
TCGA-50-5930-01A 47 years, male, white, stage:Stage IIIA, dead, 282 days 10486.8
TCGA-97-A4M5-01A 83 years, male, white, stage:Stage IA, alive, 634 days 10469.9
TCGA-55-8505-01A 62 years, male, white, stage:Stage IIIA, alive, 440 days 10463.4
TCGA-44-7662-01A 61 years, male, white, stage:Stage IB, alive, 218 days 10383.1
TCGA-97-7554-01A 83 years, female, white, stage:Stage IIIA, alive, 775 days 10363.4
TCGA-MP-A4T6-01A 76 years, female, white, stage:Stage IIIA, dead, 1790 days 10347.5
TCGA-05-4397-01A 65 years, male, stage:Stage IIB, dead, 731 days 10322.9
TCGA-44-2666-01A 43 years, male, white, stage:Stage IB, dead, 97 days 10293.8
TCGA-62-8398-01A 55 years, male, white, stage:Stage IIIA, dead, 444 days 10255.9
TCGA-MP-A4SW-01A 53 years, male, white, stage:Stage IIB, dead, 1778 days 10255.3
TCGA-93-A4JQ-01A 49 years, male, white, stage:Stage IA, alive, 526 days 10230.6
TCGA-49-4507-01A 73 years, female, white, stage:Stage IIIA, dead, 268 days 10218.5
TCGA-75-6212-01A female, stage:Stage IIB, dead, 1516 days 10212.6
TCGA-69-8453-01A 77 years, male, white, stage:Stage IIB, alive, 813 days 10157.4
TCGA-97-8171-01A 81 years, male, asian, stage:Stage IV, alive, 568 days 10145.9
TCGA-55-7574-01A 64 years, female, white, stage:Stage IB, dead, 995 days 10137.8
TCGA-44-7659-01A 70 years, male, white, stage:Stage IA, alive, 691 days 10077.0
TCGA-05-4424-01A 70 years, male, stage:Stage IIB, alive, 913 days 10033.1
TCGA-49-AAR0-01A 57 years, male, black or african american, stage:Stage IA, alive, 4765 days 10024.5
TCGA-55-8302-01A 54 years, male, white, stage:Stage IB, alive, 478 days 10015.1
TCGA-55-6983-01A 81 years, male, white, stage:Stage IIB, alive, 2823 days 10002.9
TCGA-69-7980-01A 70 years, female, white, stage:Stage I, alive, 411 days 9964.3
TCGA-53-7624-01A 40 years, female, white, stage:Stage IV, dead, 1043 days 9944.2
TCGA-MP-A4TF-01A 58 years, female, white, stage:Stage IIA, dead, 336 days 9911.4
TCGA-S2-AA1A-01A 68 years, female, black or african american, stage:Stage IA, alive, 513 days 9886.2
TCGA-05-4427-01A 65 years, female, stage:Stage IIB, alive, 791 days 9807.2
TCGA-86-8279-01A 46 years, male, white, stage:Stage IIA, alive, 949 days 9792.9
TCGA-NJ-A55A-01A 76 years, female, white, stage:Stage IB, alive, 15 days 9781.1
TCGA-49-4506-01A 68 years, female, white, stage:Stage IIB, dead, 999 days 9708.1
TCGA-44-8117-01A 54 years, female, white, stage:Stage IB, alive, 385 days 9694.4
TCGA-38-A44F-01A 80 years, male, white, stage:Stage IB, alive, 133 days 9639.0
TCGA-O1-A52J-01A 74 years, female, white, stage:Stage IA, dead, 1798 days 9601.3
TCGA-55-6978-01A 81 years, male, white, stage:Stage IIA, dead, 176 days 9564.7
TCGA-91-6829-01A 78 years, male, white, stage:Stage IB, dead, 1258 days 9540.5
TCGA-55-A493-01A 54 years, female, white, stage:Stage IB, alive, 28 days 9507.9
TCGA-44-3919-01A 71 years, female, white, stage:Stage IA, dead, 1026 days 9407.5
TCGA-49-AARN-01A 56 years, female, black or african american, stage:Stage IA, dead, 1135 days 9372.2
TCGA-69-8253-01A 59 years, female, black or african american, stage:Stage IIA, alive, 426 days 9359.6
TCGA-95-7039-01A 54 years, female, white, stage:Stage IIB, alive, 1272 days 9296.1
TCGA-55-8203-01A 69 years, female, white, stage:Stage IA, alive, 547 days 9246.6
TCGA-44-6148-01A 60 years, male, white, stage:Stage IA, alive, 704 days 9194.2
TCGA-05-4433-01A 82 years, male, stage:Stage IB, alive, 730 days 9193.1
TCGA-86-A4P7-01A 63 years, female, white, stage:Stage IB, alive, 415 days 9091.1
TCGA-97-A4M6-01A 45 years, female, white, stage:Stage IA, alive, 568 days 9070.2
TCGA-50-8460-01A 74 years, male, white, stage:Stage IA, alive, 829 days 9064.1
TCGA-91-6831-01A 66 years, male, white, stage:Stage IB, alive, 310 days 9062.1
TCGA-55-8092-01A 75 years, male, white, stage:Stage IIB, dead, 154 days 8989.2
TCGA-44-A47B-01A 79 years, male, white, stage:Stage IB, alive, 287 days 8972.1
TCGA-44-6147-01A 67 years, female, white, stage:Stage IA, alive, 845 days 8962.6
TCGA-55-8620-01A 60 years, male, white, stage:Stage IV, dead, 375 days 8918.3
TCGA-55-6986-01A 74 years, female, white, stage:Stage IB, alive, 3261 days 8896.1
TCGA-73-4677-01A 74 years, male, white, stage:'--, dead, 38 days 8809.8
TCGA-55-7995-01A 73 years, female, white, stage:Stage IA, alive, 889 days 8790.3
TCGA-55-8513-01A 77 years, female, white, stage:Stage IIB, alive, 791 days 8764.5
TCGA-55-7994-01A 81 years, male, white, stage:Stage IIB, alive, 603 days 8730.6
TCGA-05-4402-01A 57 years, female, stage:Stage IV, dead, 244 days 8714.8
TCGA-97-8177-01A 59 years, female, white, stage:Stage IB, alive, 499 days 8657.6
TCGA-MN-A4N5-01A 63 years, male, white, stage:Stage IA, alive, 84 days 8605.8
TCGA-05-4420-01A 41 years, male, stage:Stage IB, alive, 912 days 8588.9
TCGA-53-7626-01A 76 years, female, white, stage:Stage IIA, dead, 929 days 8560.7
TCGA-86-8074-01A 62 years, female, white, stage:Stage IIA, alive, 24 days 8555.6
TCGA-55-6971-01A 59 years, female, white, stage:Stage IB, alive, 1400 days 8526.3
TCGA-50-5942-01A 67 years, female, white, stage:Stage IA, alive, 1847 days 8524.7
TCGA-93-A4JO-01A 70 years, male, white, stage:Stage IA, dead, 33 days 8500.5
TCGA-62-A46P-01A 65 years, male, white, stage:Stage IB, dead, 594 days 8498.7
TCGA-NJ-A4YP-01A 52 years, male, white, stage:Stage IB, alive, 50 days 8468.4
TCGA-NJ-A4YI-01A 87 years, female, white, stage:Stage IIIA, dead, 4 days 8437.2
TCGA-97-A4M1-01A 52 years, female, white, stage:Stage IA, alive, 601 days 8374.8
TCGA-83-5908-01A 59 years, female, white, stage:Stage IA, alive, 824 days 8353.5
TCGA-44-7672-01A 52 years, female, white, stage:Stage IA, alive, 719 days 8352.2
TCGA-69-7978-01A 59 years, male, white, stage:Stage IIB, alive, 134 days 8340.6
TCGA-55-6543-01A 60 years, female, white, stage:Stage IA, alive, 435 days 8335.2
TCGA-44-A479-01A 73 years, female, black or african american, stage:Stage IB, alive, 486 days 8317.7
TCGA-69-8255-01A 71 years, male, white, stage:Stage IA, alive, 129 days 8305.7
TCGA-50-8457-01A 63 years, female, black or african american, stage:Stage IA, alive, 1125 days 8286.5
TCGA-78-8660-01A 69 years, male, stage:Stage IIB, dead, 321 days 8272.8
TCGA-64-1679-01A 58 years, female, white, stage:Stage IIIA, alive, 2488 days 8220.1
TCGA-50-5936-01A 58 years, male, white, stage:Stage IIIA, dead, 257 days 8213.2
TCGA-55-8087-01A 59 years, female, white, stage:Stage IB, alive, 462 days 8173.7
TCGA-50-5932-01A 75 years, male, white, stage:Stage IIB, dead, 1235 days 8156.3
TCGA-49-4501-01A 67 years, female, white, stage:Stage IB, dead, 1421 days 8137.2
TCGA-73-4658-01A 80 years, female, white, stage:Stage IB, dead, 1600 days 8118.7
TCGA-05-4432-01A 66 years, male, stage:Stage IIB, alive, 761 days 8099.2
TCGA-50-5939-01A 85 years, male, white, stage:Stage IB, dead, 460 days 8055.4
TCGA-44-8119-01A 73 years, male, white, stage:Stage IIB, alive, 285 days 8053.4
TCGA-91-6840-01A 59 years, female, white, stage:Stage IA, alive, 372 days 8047.2
TCGA-55-6712-01A 71 years, male, white, stage:Stage IIA, dead, 171 days 8041.5
TCGA-86-8280-01A 54 years, female, white, stage:Stage IIA, alive, 701 days 8020.0
TCGA-73-4675-01A 59 years, male, white, stage:Stage IIIA, dead, 922 days 8013.0
TCGA-55-8511-01A 73 years, female, white, stage:Stage IB, alive, 552 days 8012.3
TCGA-86-8055-01A 79 years, male, white, stage:Stage IIA, dead, 124 days 7950.8
TCGA-55-7911-01A 70 years, female, white, stage:Stage IA, alive, 537 days 7942.5
TCGA-L9-A8F4-01A 64 years, female, black or african american, stage:Stage IB, alive, 476 days 7827.4
TCGA-91-6848-01A 59 years, male, white, stage:Stage IIIA, alive, 224 days 7818.1
TCGA-55-7914-01A 71 years, female, white, stage:Stage IIA, dead, 187 days 7773.4
TCGA-49-6767-01A 46 years, female, white, stage:Stage IIB, alive, 677 days 7762.7
TCGA-05-4422-01A 68 years, male, stage:Stage IB, alive, 365 days 7726.3
TCGA-38-6178-01A 70 years, female, white, stage:Stage IIIA, alive, 448 days 7715.8
TCGA-97-A4M3-01A 69 years, female, white, stage:Stage IA, alive, 540 days 7659.0
TCGA-05-4398-01A 47 years, female, stage:Stage IIIB, alive, 1431 days 7644.0
TCGA-78-7167-01A 77 years, male, white, stage:Stage IV, dead, 2681 days 7629.0
TCGA-55-6972-01A 72 years, male, white, stage:Stage IB, dead, 1632 days 7576.0
TCGA-86-A4JF-01A 56 years, male, white, stage:Stage IIB, dead, 737 days 7574.1
TCGA-44-7661-01A 69 years, female, white, stage:Stage IB, dead, 557 days 7574.0
TCGA-MP-A4TH-01A 70 years, female, white, stage:Stage IA, alive, 741 days 7573.0
TCGA-97-8174-01A 67 years, male, white, stage:Stage IIA, dead, 164 days 7510.6
TCGA-73-4662-01A 65 years, female, white, stage:Stage IA, alive, 2515 days 7408.4
TCGA-86-8668-01A 61 years, female, white, stage:Stage IA, alive, 423 days 7400.5
TCGA-55-8207-01A 73 years, male, white, stage:Stage IB, alive, 977 days 7349.6
TCGA-55-8301-01A 58 years, male, white, stage:Stage IB, alive, 534 days 7344.6
TCGA-67-3774-01A 73 years, female, white, stage:Stage IB, alive, 385 days 7332.8
TCGA-05-4415-01A 57 years, male, stage:Stage IIIB, dead, 91 days 7332.0
TCGA-44-2656-01A 59 years, male, white, stage:Stage IB, alive, 1429 days 7323.8
TCGA-55-8614-01A 76 years, male, white, stage:Stage IB, alive, 536 days 7319.7
TCGA-05-4403-01A 76 years, male, stage:Stage IB, alive, 578 days 7317.5
TCGA-73-4676-01A 45 years, male, white, stage:Stage IIA, dead, 281 days 7262.2
TCGA-L9-A5IP-01A 40 years, female, black or african american, stage:Stage IV, dead, 58 days 7250.3
TCGA-55-7283-01A 76 years, female, white, stage:Stage IIIA, alive, 609 days 7236.9
TCGA-44-2668-01A 51 years, male, white, stage:Stage IB, dead, 761 days 7227.2
TCGA-55-6642-01A 63 years, male, white, stage:Stage IB, alive, 2449 days 7225.3
TCGA-05-4417-01A 51 years, female, stage:Stage IB, alive, 455 days 7205.5
TCGA-75-6206-01A male, stage:Stage IB, alive, 2590 days 7181.9
TCGA-44-7667-01A 49 years, female, white, stage:Stage IIB, alive, 1097 days 7178.9
TCGA-73-7498-01A 58 years, female, white, stage:Stage IA, alive, 1189 days 7149.6
TCGA-86-8076-01A 42 years, male, white, stage:Stage IA, alive, 993 days 7125.8
TCGA-MP-A4TI-01A 72 years, male, white, stage:Stage IIA, dead, 429 days 7017.1
TCGA-97-A4M0-01A 60 years, female, white, stage:Stage IB, alive, 652 days 7016.0
TCGA-91-8497-01A 75 years, female, white, stage:Stage IA, dead, 434 days 7012.8
TCGA-MP-A4T4-01A 68 years, female, white, stage:Stage IIB, dead, 2617 days 6977.8
TCGA-86-7713-01A 70 years, male, white, stage:Stage IIA, alive, 1157 days 6972.2
TCGA-NJ-A7XG-01A 49 years, male, black or african american, stage:Stage IIIA, alive, 617 days 6926.7
TCGA-78-7145-01A 52 years, female, white, stage:Stage IV, dead, 826 days 6911.6
TCGA-38-4627-01A 64 years, female, white, stage:Stage IIA, dead, 1147 days 6897.8
TCGA-86-8671-01A 72 years, female, white, stage:Stage IIB, alive, 839 days 6876.2
TCGA-44-4112-01A 60 years, female, white, stage:Stage IB, dead, 808 days 6864.8
TCGA-50-5933-01A 72 years, male, white, stage:Stage IIIB, dead, 2393 days 6864.1
TCGA-69-A59K-01A 60 years, female, black or african american, stage:Stage IIB, alive, 591 days 6842.8
TCGA-55-8508-01A 60 years, female, black or african american, stage:Stage IIA, alive, 617 days 6794.4
TCGA-78-8640-01A 59 years, male, stage:Stage IIA, alive, 7062 days 6754.7
TCGA-MP-A4SY-01A 61 years, male, white, stage:Stage IIB, dead, 1501 days 6724.3
TCGA-49-6745-01A 82 years, male, white, stage:Stage IIIA, alive, 522 days 6714.0
TCGA-91-6836-01A 52 years, female, white, stage:Stage IB, alive, 417 days 6664.3
TCGA-MP-A4T9-01A 54 years, female, white, stage:Stage IIIA, dead, 1265 days 6662.5
TCGA-78-7537-01A 72 years, male, stage:Stage IB, dead, 1622 days 6654.3
TCGA-MP-A4TA-01A 75 years, female, white, stage:Stage IA, dead, 950 days 6575.2
TCGA-50-6592-01A 71 years, female, white, stage:Stage IB, dead, 777 days 6572.6
TCGA-05-4382-01A 68 years, male, stage:Stage IB, alive, 607 days 6570.4
TCGA-50-6595-01A 74 years, female, white, stage:Stage IIIA, dead, 189 days 6568.1
TCGA-MP-A4SV-01A 67 years, male, stage:Stage IB, dead, 2620 days 6566.1
TCGA-35-3615-01A 57 years, male, white, stage:Stage IB, alive, 14 days 6521.2
TCGA-93-7347-01A 76 years, female, white, stage:Stage IA, alive, 683 days 6518.2
TCGA-78-7539-01A 75 years, female, white, stage:Stage IIA, alive, 791 days 6499.3
TCGA-95-7567-01A 61 years, male, white, stage:Stage IIB, alive, 568 days 6467.6
TCGA-38-4628-01A 65 years, female, white, stage:Stage IIB, dead, 1492 days 6457.3
TCGA-05-4249-01A 67 years, male, stage:Stage IB, alive, 1523 days 6423.9
TCGA-MP-A4TK-01A 56 years, female, stage:Stage IIB, dead, 582 days 6417.3
TCGA-80-5608-01A female, stage:Stage IA, alive, 2832 days 6382.0
TCGA-38-4630-01A 75 years, female, white, stage:Stage IB, dead, 1073 days 6287.9
TCGA-MP-A4TJ-01A 62 years, female, stage:Stage IA, dead, 339 days 6163.6
TCGA-55-8506-01A 62 years, female, white, stage:Stage IIB, alive, 11 days 6141.9
TCGA-L9-A743-01A 56 years, male, black or african american, stage:Stage IIA, alive, 664 days 6124.2
TCGA-50-5935-01A 86 years, female, white, stage:Stage IA, dead, 653 days 6083.5
TCGA-78-7152-01A 65 years, male, white, stage:Stage IB, dead, 1215 days 6059.4
TCGA-95-8494-01A 67 years, male, white, stage:Stage IIA, alive, 84 days 6057.2
TCGA-73-4670-01A 69 years, female, white, stage:Stage IV, alive, 131 days 6051.5
TCGA-44-5643-01A 53 years, male, black or african american, stage:Stage IIIA, alive, 1013 days 6043.6
TCGA-49-4488-01A 74 years, female, white, stage:Stage IA, dead, 869 days 5935.8
TCGA-91-6835-01A 81 years, female, white, stage:Stage IA, alive, 79 days 5908.9
TCGA-55-A48X-01A 63 years, female, white, stage:Stage IIA, alive, 689 days 5859.8
TCGA-50-6590-01A 72 years, female, white, stage:Stage IB, dead, 1288 days 5834.4
TCGA-73-4659-01A 66 years, male, white, stage:Stage IIIA, dead, 711 days 5821.9
TCGA-55-1594-01A 68 years, male, white, stage:Stage IIIA, alive, 1178 days 5816.2
TCGA-86-8056-01A 63 years, female, white, stage:Stage IIIA, alive, 139 days 5791.8
TCGA-86-8674-01A 50 years, male, white, stage:Stage IIA, alive, 806 days 5765.5
TCGA-78-7162-01A 75 years, male, white, stage:Stage IA, dead, 3169 days 5759.7
TCGA-50-6597-01A 79 years, female, white, stage:Stage IB, dead, 1268 days 5757.5
TCGA-73-7499-01A 81 years, female, white, stage:Stage IB, dead, 1531 days 5655.0
TCGA-62-8395-01A 80 years, female, white, stage:Stage IIB, alive, 1216 days 5557.8
TCGA-86-8075-01A 66 years, female, white, stage:Stage IB, dead, 694 days 5535.7
TCGA-05-4430-01A 59 years, female, stage:Stage IB, alive, 761 days 5527.0
TCGA-49-6743-01A 81 years, female, white, stage:Stage IIIA, alive, 1621 days 5465.2
TCGA-05-4418-01A 69 years, male, stage:Stage IIIA, dead, 274 days 5457.6
TCGA-05-4250-01A 79 years, female, stage:Stage IIIA, dead, 121 days 5393.7
TCGA-97-A4LX-01A 81 years, male, white, stage:Stage IB, alive, 614 days 5305.6
TCGA-50-5931-01A 75 years, female, white, stage:Stage IB, dead, 434 days 5203.6
TCGA-MP-A4TC-01A 77 years, male, white, stage:Stage IIIA, dead, 74 days 5177.8
TCGA-05-4390-01A 58 years, female, stage:Stage IB, alive, 1126 days 5139.6
TCGA-86-8669-01A 64 years, male, white, stage:Stage IA, alive, 938 days 4974.7
TCGA-78-7633-01A 67 years, male, white, stage:Stage IB, dead, 1528 days 4968.2
TCGA-J2-8194-01A 69 years, female, white, stage:Stage IIB, alive, 724 days 4935.4
TCGA-49-4494-01A 77 years, male, white, stage:Stage IIIA, dead, 1081 days 4806.5
TCGA-67-3771-01A 77 years, female, black or african american, stage:Stage IA, alive, 610 days 4783.7
TCGA-69-7973-01A 42 years, female, white, stage:Stage IB, alive, 230 days 4723.4
TCGA-44-6777-01A 85 years, female, white, stage:Stage IB, dead, 987 days 4723.4
TCGA-78-7146-01A 71 years, female, white, stage:Stage IIIA, dead, 173 days 4698.7
TCGA-80-5611-01A male, stage:Stage IB, alive, 2595 days 4694.6
TCGA-44-3918-01A 60 years, female, white, stage:Stage IA, alive, 1036 days 4678.3
TCGA-64-1677-01A 77 years, female, white, stage:Stage IIIA, dead, 628 days 4658.7
TCGA-49-4486-01A 72 years, male, white, stage:Stage IA, dead, 2318 days 4650.3
TCGA-71-8520-01A 60 years, female, asian, stage:Stage IB, dead, 210 days 4625.0
TCGA-99-8028-01A 50 years, female, black or african american, stage:Stage IA, alive, 1118 days 4620.2
TCGA-78-8655-01A 77 years, female, stage:Stage IA, alive, 2360 days 4545.4
TCGA-78-8662-01A 53 years, female, stage:Stage IB, dead, 3361 days 4516.8
TCGA-64-5815-01A 74 years, male, white, stage:Stage IIB, alive, 866 days 4489.6
TCGA-05-5715-01A 69 years, female, stage:Stage IB, alive, 62 days 4464.7
TCGA-93-A4JN-01A 71 years, male, white, stage:Stage IV, alive, 718 days 4462.4
TCGA-44-7671-01A 64 years, male, black or african american, stage:Stage IB, alive, 889 days 4453.8
TCGA-86-8054-01A 61 years, male, white, stage:Stage IIB, alive, 1148 days 4433.6
TCGA-86-7954-01A 68 years, female, white, stage:Stage IB, alive, 605 days 4416.5
TCGA-50-5941-01A 55 years, female, white, stage:Stage IIIA, alive, 1474 days 4271.5
TCGA-44-2661-01A 69 years, female, white, stage:Stage IA, alive, 1159 days 4217.2
TCGA-05-4426-01A 71 years, male, stage:Stage IB, alive, 791 days 4209.4
TCGA-44-6145-01A 62 years, female, white, stage:Stage IA, alive, 595 days 4163.9
TCGA-44-7670-01A 47 years, female, white, stage:Stage IIA, alive, 882 days 4163.0
TCGA-67-3772-01A 82 years, female, white, stage:Stage IB, alive, 573 days 4161.4
TCGA-55-A492-01A 70 years, female, white, stage:Stage IA, alive, 596 days 4117.0
TCGA-91-A4BD-01A 78 years, male, white, stage:Stage IIA, alive, 603 days 4092.8
TCGA-38-4625-01A 66 years, female, white, stage:Stage IB, alive, 2973 days 4090.5
TCGA-38-4629-01A 68 years, male, white, stage:Stage IIB, dead, 864 days 3964.1
TCGA-05-4389-01A 70 years, male, stage:Stage IA, alive, 1369 days 3950.3
TCGA-86-8672-01A 59 years, male, white, stage:Stage IIB, dead, 19 days 3922.0
TCGA-49-4510-01A 51 years, female, black or african american, stage:Stage IIB, dead, 896 days 3872.5
TCGA-44-2657-01A 74 years, female, white, stage:Stage IB, alive, 1351 days 3809.3
TCGA-05-4425-01A 70 years, female, stage:Stage IV, alive, 669 days 3774.6
TCGA-55-8205-01A 76 years, female, white, stage:Stage IIA, alive, 599 days 3632.7
TCGA-35-4123-01A 38 years, male, white, stage:Stage IA, alive, 182 days 3241.8
TCGA-64-5774-01A 60 years, male, white, stage:Stage IB, alive, 2676 days 3205.1
TCGA-44-8120-01A 58 years, male, black or african american, stage:Stage IB, alive, 260 days 3203.6
TCGA-44-3398-01A 77 years, female, white, stage:Stage IA, alive, 1163 days 3120.5
TCGA-49-AAR9-01A 61 years, male, black or african american, stage:Stage IIB, dead, 260 days 3006.1
TCGA-73-4666-01A 52 years, female, white, stage:Stage IV, alive, 800 days 2977.5
TCGA-44-A47A-01A 78 years, female, white, stage:Stage IB, alive, 466 days 2785.4
TCGA-78-8648-01A 58 years, female, stage:Stage IIB, dead, 1209 days 2688.4
TCGA-86-6851-01A 73 years, female, white, stage:Stage IIA, alive, 179 days 2683.8
TCGA-55-1596-01A 55 years, male, asian, stage:Stage IIB, alive, 2065 days 2661.2
TCGA-64-1678-01A 70 years, female, white, stage:'--, alive, 1189 days 2509.3
TCGA-95-7948-01A 42 years, female, white, stage:Stage IB, alive, 476 days 2380.0
TCGA-05-5425-01A 68 years, male, stage:Stage IIB, alive, 882 days 2234.0
TCGA-67-3773-01A 84 years, female, white, stage:Stage IB, alive, 427 days 2088.9
TCGA-64-5778-01A 60 years, male, white, stage:Stage IB, alive, 1305 days 2087.7
TCGA-64-1680-01A 63 years, male, white, stage:Stage IV, alive, 1126 days 2016.3
TCGA-64-5781-01A 55 years, female, white, stage:Stage IB, alive, 1559 days 1985.2
TCGA-38-4632-01A 42 years, male, black or african american, stage:Stage IV, dead, 1357 days 1984.1
TCGA-64-5775-01A 71 years, male, white, stage:Stage IIIA, dead, 62 days 1924.0
TCGA-35-4122-01A 69 years, male, white, stage:Stage IA, alive, 225 days 1846.6
TCGA-64-1676-01A 58 years, male, white, stage:Stage IA, alive, 1728 days 1834.6
TCGA-50-5055-01A 79 years, female, white, stage:Stage IIA, dead, 1830 days 1686.9
TCGA-67-3770-01A 70 years, female, white, stage:Stage IA, alive, 610 days 1638.8
TCGA-05-5423-01A 65 years, male, stage:Stage IIB, alive, 151 days 1631.5
TCGA-38-4631-01A 72 years, female, white, stage:Stage IB, dead, 354 days 1627.8
TCGA-91-8499-01A 76 years, female, white, stage:Stage IA, alive, 36 days 1562.8
TCGA-05-5429-01A 60 years, male, stage:Stage IIIA, dead, 275 days 1382.8
TCGA-50-5068-01A 59 years, female, white, stage:Stage IIB, dead, 1499 days 1243.2
TCGA-91-8496-01A 63 years, female, white, stage:Stage IB, alive, 505 days 1184.4
TCGA-05-5420-01A 67 years, male, stage:Stage IIIA, alive, 457 days 1031.7
TCGA-50-5049-01A 70 years, male, white, stage:Stage IA, alive, 3094 days 948.8
TCGA-75-5146-01A male, stage:Stage IB, alive, 2368 days 937.9
TCGA-05-5428-01A 57 years, male, stage:Stage IIA, alive, 670 days 936.4
TCGA-50-5045-01A 57 years, female, black or african american, stage:'--, dead, 2174 days 926.9
TCGA-35-5375-01A 61 years, male, white, stage:Stage IIIA, alive, 264 days 910.4
TCGA-75-5147-01A female, stage:Stage IB, alive, 1333 days 854.4
TCGA-50-5066-01A 72 years, male, black or african american, stage:Stage IB, alive, 1442 days 661.3
TCGA-44-6775-01A 72 years, female, white, stage:Stage IB, alive, 705 days 182.3
TCGA-44-6146-01A 64 years, male, white, stage:Stage IIB, alive, 728 days 85.7
TCGA-44-5645-01A 61 years, female, black or african american, stage:Stage IA, alive, 852 days 80.8
TCGA-44-2662-01A 65 years, male, white, stage:Stage IB, alive, 1280 days 65.0
TCGA-44-3917-01A 33 years, female, white, stage:Stage IB, alive, 1183 days 48.5
Show allShow less
LUNG ADENOCARCINOMA (VALIDATION) - Interactive survival scatter ploti

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

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

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

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

& Survival analysisi

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

MT-ATP8 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.

: 6441.04
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 5117.8
Number of samples 105
Samples
Sample Description pTPM
L710 72 years, female, stage:Stage IIA, alive, 1775 days 14113.2
L814 73 years, male, stage:Stage IIIA, alive, 2466 days 11271.5
L596 74 years, female, stage:Stage IA, alive, 2319 days 11096.5
L504 65 years, female, stage:Stage IA, dead, 1295 days 11073.9
L850 77 years, male, stage:Stage IIIA, dead, 997 days 10357.5
L764 66 years, male, stage:Stage IIIA, alive, 1684 days 10193.0
L511 56 years, female, stage:Stage IIIA, alive, 2942 days 9104.6
L782 73 years, female, stage:Stage IIB, alive, 3371 days 8954.0
L728 77 years, male, stage:Stage IIB, dead, 1128 days 8783.4
L749 49 years, female, stage:Stage IIIA, dead, 189 days 8597.4
L541 70 years, female, stage:Stage IIIA, dead, 915 days 7907.6
L493 56 years, female, stage:Stage IIB, alive, 2945 days 7708.5
L606 55 years, male, stage:Stage IA, alive, 2336 days 7636.4
L778 65 years, female, stage:Stage IA, alive, 1600 days 7622.4
L875 69 years, female, stage:Stage IA, alive, 1675 days 7498.9
L439 80 years, male, stage:Stage IIB, dead, 2773 days 7368.4
L738 74 years, female, stage:Stage IB, dead, 1314 days 7327.0
L695 68 years, female, stage:Stage IB, dead, 1762 days 7252.4
L612 80 years, female, stage:Stage IIIA, alive, 2410 days 7214.1
L826 45 years, female, stage:Stage IV, dead, 935 days 6988.1
L569 76 years, female, stage:Stage IA, alive, 2531 days 6782.5
L630 65 years, female, stage:Stage IA, dead, 1733 days 6552.8
L877 70 years, female, stage:Stage IA, alive, 1599 days 6449.4
L413 72 years, female, stage:Stage IIIA, dead, 313 days 6432.7
L746 64 years, female, stage:Stage IIIA, dead, 594 days 6431.8
L613 72 years, male, stage:Stage IIIA, dead, 19 days 6382.1
L871 74 years, male, stage:Stage IB, dead, 873 days 6355.6
L872 71 years, female, stage:Stage IA, alive, 1793 days 6158.9
L879 75 years, male, stage:Stage IV, dead, 873 days 6152.7
L802 62 years, female, stage:Stage IA, dead, 773 days 6130.3
L602 69 years, female, stage:Stage IA, alive, 2277 days 6102.1
L638 65 years, male, stage:Stage IA, alive, 2076 days 6102.1
L561 62 years, female, stage:Stage IA, alive, 2543 days 6061.9
L607 59 years, male, stage:Stage IB, alive, 2572 days 5971.6
L619 68 years, female, stage:Stage IIIA, dead, 1905 days 5843.7
L887 77 years, male, stage:Stage IA, dead, 374 days 5690.8
L532 69 years, female, stage:Stage IA, dead, 301 days 5639.1
L890 56 years, female, stage:Stage IIB, dead, 1264 days 5560.8
L885 62 years, female, stage:Stage IA, alive, 1618 days 5504.0
L678 65 years, female, stage:Stage IB, dead, 1114 days 5442.5
L689 69 years, male, stage:Stage IA, alive, 1943 days 5357.0
L656 58 years, male, stage:Stage IA, alive, 2227 days 5310.6
L565 59 years, female, stage:Stage IB, dead, 543 days 5282.4
L673 74 years, female, stage:Stage IA, dead, 568 days 5269.4
L605 74 years, female, stage:Stage IA, alive, 2460 days 5236.0
L551 62 years, male, stage:Stage IA, alive, 2924 days 5233.1
L599 80 years, male, stage:Stage IB, dead, 2083 days 5161.8
L531 74 years, male, stage:Stage IB, dead, 928 days 5159.6
L626 76 years, female, stage:Stage IA, dead, 1994 days 5135.1
L530 76 years, female, stage:Stage IIA, dead, 308 days 5104.1
L543 65 years, male, stage:Stage IA, alive, 2711 days 4913.6
L731 59 years, female, stage:Stage IA, dead, 964 days 4738.5
L865 75 years, female, stage:Stage IIB, alive, 1927 days 4716.3
L484 64 years, female, stage:Stage IA, alive, 2895 days 4640.6
L725 64 years, female, stage:Stage IA, alive, 1830 days 4620.8
L831 62 years, female, stage:Stage IB, alive, 2152 days 4601.3
L768 60 years, male, stage:Stage IIIA, dead, 472 days 4561.8
L816 73 years, female, stage:Stage IIA, dead, 353 days 4539.9
L867 62 years, female, stage:Stage IIIA, dead, 317 days 4471.8
L567 83 years, female, stage:Stage IIIA, dead, 1299 days 4391.6
L404 74 years, female, stage:Stage IIA, dead, 2318 days 4388.7
L766 59 years, male, stage:Stage IB, alive, 1793 days 4364.5
L829 76 years, male, stage:Stage IA, alive, 2173 days 4360.5
L593 78 years, male, stage:Stage IA, dead, 2436 days 4265.3
L773 64 years, female, stage:Stage IV, dead, 311 days 4239.7
L800 66 years, female, stage:Stage IA, dead, 2417 days 4217.6
L832 65 years, female, stage:Stage IA, alive, 2145 days 4209.8
L458 76 years, female, stage:Stage IA, dead, 223 days 4189.7
L566 58 years, male, stage:Stage IB, alive, 2489 days 4145.4
L662 66 years, male, stage:Stage IA, dead, 865 days 4121.9
L874 56 years, female, stage:Stage IIIA, alive, 1733 days 4060.9
L810 64 years, female, stage:Stage IIIA, dead, 625 days 4054.8
L546 57 years, male, stage:Stage IA, dead, 973 days 4009.1
L851 70 years, male, stage:Stage IB, dead, 1315 days 3997.4
L873 62 years, female, stage:Stage IA, alive, 1740 days 3904.8
L663 62 years, female, stage:Stage IB, alive, 2018 days 3817.5
L446 71 years, female, stage:Stage IIB, dead, 415 days 3797.2
L616 54 years, male, stage:Stage IA, dead, 410 days 3703.9
L440 80 years, male, stage:Stage IIB, dead, 651 days 3703.0
L735 75 years, female, stage:Stage IA, alive, 1830 days 3582.5
L683 77 years, female, stage:Stage IIA, dead, 612 days 3487.7
L585 70 years, female, stage:Stage IIA, dead, 402 days 3384.8
L557 81 years, female, stage:Stage IB, alive, 2580 days 3260.4
L601 75 years, male, stage:Stage IB, dead, 2068 days 3226.7
L621 79 years, female, stage:Stage IIIA, dead, 1487 days 3071.7
L620 70 years, female, stage:Stage IIIA, dead, 338 days 3014.6
L842 62 years, female, stage:Stage IB, alive, 2005 days 2817.3
L617 68 years, male, stage:Stage IIIA, dead, 238 days 2599.7
L791 66 years, female, stage:Stage IIIA, dead, 368 days 2557.5
L828 68 years, female, stage:Stage IIB, alive, 2222 days 2532.4
L838 71 years, female, stage:Stage IA, dead, 1005 days 2527.3
L827 70 years, male, stage:Stage IIB, dead, 1105 days 2438.6
L545 60 years, female, stage:Stage IA, alive, 2874 days 2419.7
L462 67 years, male, stage:Stage IIIA, dead, 568 days 2360.5
L455 52 years, female, stage:Stage IA, alive, 3315 days 2173.6
L880 75 years, female, stage:Stage IA, alive, 1767 days 2132.9
L808 48 years, female, stage:Stage IA, alive, 3001 days 2101.4
L400 78 years, male, stage:Stage IIA, dead, 1233 days 2101.3
L682 64 years, female, stage:Stage IIB, dead, 840 days 2073.2
L703 71 years, male, stage:Stage IIA, dead, 1137 days 1736.3
L688 57 years, male, stage:Stage IIIA, dead, 789 days 1384.6
L401 74 years, male, stage:Stage IIIA, dead, 1888 days 1290.8
L752 65 years, male, stage:Stage IIIA, alive, 1647 days 1196.5
L603 70 years, female, stage:Stage IB, dead, 972 days 1178.2
L473 66 years, female, stage:Stage IA, alive, 3021 days 909.9
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-ATP8 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.

: 4419.23
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 8281.6
Number of samples 489
Samples
Sample Description pTPM
TCGA-O2-A52W-01A 63 years, male, black or african american, stage:Stage I, dead, 261 days 53783.2
TCGA-56-A4BW-01A 55 years, male, white, stage:Stage IIA, alive, 585 days 43772.4
TCGA-34-A5IX-01A 80 years, male, white, stage:Stage IIB, alive, 1031 days 35373.5
TCGA-33-A5GW-01A 67 years, male, white, stage:Stage IIA, dead, 9 days 30079.6
TCGA-56-A49D-01A 67 years, male, white, stage:Stage IIIA, alive, 637 days 29709.0
TCGA-77-A5GA-01A 76 years, male, stage:Stage IB, alive, 1280 days 28654.3
TCGA-85-A4CL-01A 65 years, male, white, stage:Stage IA, dead, 921 days 27721.7
TCGA-21-1081-01A 69 years, male, white, stage:Stage IIB, dead, 284 days 26362.3
TCGA-63-A5MG-01A 68 years, male, stage:Stage IB, alive, 2148 days 25117.5
TCGA-56-A5DS-01A 72 years, female, white, stage:Stage IB, alive, 8 days 24719.0
TCGA-56-7582-01A 83 years, male, white, stage:Stage IB, alive, 601 days 24663.0
TCGA-56-7223-01A 66 years, male, white, stage:Stage IIIA, dead, 442 days 24021.4
TCGA-NK-A7XE-01A 66 years, male, black or african american, stage:Stage IIIB, alive, 13 days 23746.2
TCGA-63-A5MW-01A 76 years, male, stage:Stage IB, alive, 1639 days 23271.3
TCGA-58-8391-01A 57 years, female, white, stage:Stage IIIA, alive, 2167 days 23126.3
TCGA-NC-A5HR-01A 75 years, female, white, stage:Stage IIA, alive, 1244 days 23107.8
TCGA-33-6737-01A 71 years, male, white, stage:Stage IIIA, dead, 601 days 22126.6
TCGA-43-A56V-01A 61 years, male, black or african american, stage:Stage IIIA, alive, 366 days 22059.3
TCGA-O2-A52N-01A 78 years, male, white, stage:Stage I, dead, 1006 days 22058.7
TCGA-63-A5MB-01A 62 years, male, stage:Stage IB, alive, 3123 days 21893.9
TCGA-94-7033-01A 73 years, male, white, stage:Stage IB, alive, 640 days 21379.1
TCGA-NC-A5HE-01A 60 years, male, white, stage:Stage IIB, alive, 2336 days 20992.4
TCGA-NC-A5HL-01A 73 years, male, white, stage:Stage IIA, dead, 88 days 20863.0
TCGA-22-1002-01A 69 years, male, white, stage:Stage IA, dead, 131 days 20843.2
TCGA-39-5024-01A 65 years, female, white, stage:Stage IIIA, alive, 2510 days 20779.9
TCGA-90-7964-01A 70 years, male, white, stage:Stage IB, alive, 428 days 20418.9
TCGA-60-2726-01A 56 years, male, white, stage:Stage IIA, dead, 358 days 20229.3
TCGA-33-AASL-01A 57 years, female, black or african american, stage:Stage IA, dead, 826 days 20145.8
TCGA-33-AASB-01A 66 years, male, black or african american, stage:Stage IB, dead, 211 days 19302.7
TCGA-37-A5EN-01A 59 years, male, white, stage:Stage IIIB, alive, 660 days 19247.9
TCGA-98-A53J-01A 77 years, male, white, stage:Stage IB, alive, 630 days 19016.9
TCGA-33-AASI-01A 65 years, female, black or african american, stage:Stage IIB, dead, 1344 days 18952.6
TCGA-21-1082-01A 61 years, male, white, stage:Stage IB, alive, 3644 days 18600.4
TCGA-56-7579-01A 61 years, male, white, stage:Stage IIIA, dead, 951 days 18311.2
TCGA-56-8307-01A 55 years, female, white, stage:Stage IIB, alive, 818 days 17792.9
TCGA-56-8626-01A 59 years, male, white, stage:Stage IA, dead, 302 days 17629.7
TCGA-56-7221-01A 79 years, male, white, stage:Stage IB, alive, 608 days 17411.8
TCGA-58-A46L-01A 73 years, male, white, stage:Stage IIIA, alive, 1723 days 17329.3
TCGA-77-7142-01A 59 years, female, white, stage:Stage IB, alive, 2227 days 17147.9
TCGA-77-7465-01A 58 years, male, white, stage:Stage IIA, alive, 990 days 16905.7
TCGA-56-A5DR-01A 81 years, male, white, stage:Stage IA, alive, 4 days 16842.4
TCGA-98-A539-01A 63 years, male, white, stage:Stage IIB, alive, 173 days 16805.5
TCGA-NC-A5HO-01A 70 years, female, white, stage:Stage IIIA, alive, 1336 days 16625.5
TCGA-21-1070-01A 60 years, female, black or african american, stage:Stage IIIA, alive, 3636 days 16407.3
TCGA-NC-A5HI-01A 68 years, female, white, stage:Stage IB, alive, 1743 days 16284.2
TCGA-37-A5EM-01A 49 years, male, white, stage:Stage II, alive, 867 days 16031.2
TCGA-85-A50Z-01A 57 years, male, white, stage:Stage IIA, alive, 493 days 15982.3
TCGA-63-A5MV-01A 69 years, male, stage:Stage IIA, alive, 1100 days 15900.6
TCGA-56-A4BX-01A 70 years, male, white, stage:Stage IIA, alive, 405 days 15720.1
TCGA-90-A59Q-01A 61 years, female, white, stage:Stage IIA, dead, 322 days 15707.9
TCGA-77-7140-01A 69 years, female, white, stage:Stage IIB, dead, 632 days 15626.3
TCGA-L3-A4E7-01A 71 years, male, white, stage:Stage IB, alive, 392 days 15546.6
TCGA-96-7545-01A 73 years, male, white, stage:Stage IA, dead, 1736 days 15512.6
TCGA-58-A46J-01A 64 years, male, white, stage:Stage IIB, alive, 2589 days 15321.2
TCGA-NK-A5CR-01A 77 years, male, stage:Stage IB, alive, 2542 days 15166.3
TCGA-63-A5ML-01A 68 years, male, stage:Stage IB, alive, 1386 days 15098.5
TCGA-63-A5MT-01A 74 years, male, stage:Stage IIB, alive, 498 days 15091.6
TCGA-63-A5MR-01A 70 years, female, stage:Stage IB, alive, 2716 days 15004.9
TCGA-39-5027-01A 73 years, male, white, stage:Stage IB, alive, 3108 days 14918.9
TCGA-18-4083-01A 63 years, male, white, stage:Stage IIB, dead, 188 days 14890.3
TCGA-NC-A5HQ-01A 70 years, male, white, stage:Stage IIIA, dead, 448 days 14707.3
TCGA-22-4595-01A 57 years, male, white, stage:Stage IIIA, dead, 734 days 14546.7
TCGA-90-6837-01A 64 years, male, white, stage:Stage IIB, alive, 758 days 14477.7
TCGA-43-8118-01A 55 years, female, white, stage:Stage IA, dead, 89 days 14412.1
TCGA-NC-A5HT-01A 69 years, male, white, stage:Stage IIIA, alive, 804 days 14401.4
TCGA-NC-A5HJ-01A 59 years, male, white, stage:Stage IIB, dead, 418 days 14391.8
TCGA-43-A475-01A 67 years, female, white, stage:Stage IIB, alive, 296 days 14330.3
TCGA-92-8065-01A 74 years, female, white, stage:Stage IIB, alive, 70 days 14272.0
TCGA-58-A46M-01A 61 years, male, white, stage:Stage IIB, alive, 1072 days 14177.6
TCGA-56-8623-01A 71 years, male, white, stage:Stage IB, dead, 692 days 14115.9
TCGA-98-7454-01A 73 years, male, white, stage:Stage IB, alive, 652 days 14072.6
TCGA-77-7463-01A 75 years, male, white, stage:Stage IB, dead, 1423 days 13967.2
TCGA-NK-A5CX-01A 73 years, male, white, stage:Stage IIA, alive, 111 days 13950.3
TCGA-56-A4ZK-01A 76 years, female, white, stage:Stage IB, alive, 570 days 13828.9
TCGA-85-A53L-01A 63 years, male, asian, stage:Stage IIA, alive, 377 days 13825.2
TCGA-77-7335-01A 62 years, female, white, stage:Stage IIIB, dead, 2133 days 13801.3
TCGA-77-8143-01A 76 years, male, stage:Stage IIIA, dead, 803 days 13797.3
TCGA-94-A4VJ-01A 71 years, female, white, stage:Stage IA, alive, 430 days 13627.9
TCGA-56-8629-01A 63 years, male, white, stage:Stage IIA, alive, 481 days 13461.9
TCGA-21-1076-01A 54 years, female, white, stage:Stage IB, alive, 1852 days 13383.7
TCGA-63-A5MI-01A 65 years, male, stage:Stage IIIA, alive, 1784 days 13381.6
TCGA-22-1005-01A 63 years, male, white, stage:Stage IA, dead, 1953 days 13124.5
TCGA-O2-A52V-01A 75 years, female, black or african american, stage:Stage II, dead, 1335 days 13081.8
TCGA-22-0944-01A 61 years, male, white, stage:Stage IB, dead, 223 days 13075.7
TCGA-94-A5I6-01A 62 years, male, white, stage:Stage IIB, alive, 538 days 12904.0
TCGA-98-8023-01A 70 years, male, white, stage:Stage IIIA, alive, 649 days 12733.4
TCGA-96-7544-01A 83 years, male, white, stage:Stage IIB, dead, 2160 days 12645.4
TCGA-85-A4QR-01A 67 years, male, white, stage:Stage IB, alive, 600 days 12578.1
TCGA-85-8288-01A 70 years, male, white, stage:Stage IIA, dead, 402 days 12407.6
TCGA-92-7340-01A 45 years, female, white, stage:Stage IIA, alive, 82 days 12313.0
TCGA-85-A512-01A 46 years, male, white, stage:Stage IIA, alive, 465 days 12262.6
TCGA-NC-A5HM-01A 76 years, male, white, stage:Stage IB, alive, 1212 days 12205.2
TCGA-77-A5G3-01A 63 years, male, stage:Stage IIB, alive, 4570 days 12128.3
TCGA-77-A5G1-01A 75 years, male, stage:Stage IIIA, alive, 4026 days 12086.0
TCGA-98-A53B-01A 69 years, male, white, stage:Stage IB, dead, 61 days 12035.7
TCGA-56-8082-01A 80 years, female, white, stage:Stage IIA, alive, 455 days 12008.8
TCGA-77-6844-01A 74 years, male, white, stage:Stage IIIA, dead, 2284 days 11898.2
TCGA-77-8146-01A 72 years, male, stage:Stage IA, alive, 3189 days 11890.3
TCGA-33-AASD-01A 83 years, male, black or african american, stage:Stage IA, dead, 2249 days 11867.5
TCGA-37-4129-01A 52 years, female, white, stage:Stage IA, alive, 242 days 11633.8
TCGA-NC-A5HD-01A 79 years, male, white, stage:Stage IIB, dead, 2 days 11531.5
TCGA-77-A5G6-01A 66 years, male, stage:Stage IIIA, dead, 678 days 11493.6
TCGA-33-4538-01A 66 years, male, white, stage:Stage IIIA, dead, 2979 days 11490.4
TCGA-77-A5GF-01A 70 years, male, stage:Stage IIA, dead, 840 days 11482.9
TCGA-33-4547-01A 68 years, male, white, stage:Stage IB, alive, 2419 days 11438.4
TCGA-56-7731-01A 66 years, female, white, stage:Stage IB, dead, 3 days 11399.7
TCGA-21-1071-01A 67 years, male, white, stage:Stage IB, dead, 1426 days 11074.1
TCGA-98-A53C-01A 77 years, female, white, stage:Stage IA, alive, 822 days 11005.4
TCGA-56-7580-01A 84 years, male, white, stage:Stage IB, alive, 925 days 10954.9
TCGA-51-4081-01A 55 years, male, white, stage:Stage IIB, alive, 911 days 10921.1
TCGA-96-8170-01A 75 years, female, white, stage:Stage IIA, alive, 531 days 10874.0
TCGA-77-A5FZ-01A 64 years, male, stage:Stage IIIB, dead, 3838 days 10841.0
TCGA-43-2576-01A 62 years, female, white, stage:Stage IIIA, alive, 1223 days 10812.1
TCGA-56-8304-01A 73 years, female, white, stage:Stage IA, alive, 106 days 10764.3
TCGA-56-7222-01A 60 years, male, white, stage:Stage IB, dead, 562 days 10760.1
TCGA-85-8479-01A 66 years, male, white, stage:Stage IA, alive, 468 days 10753.0
TCGA-56-8624-01A 84 years, male, white, stage:Stage IIB, alive, 420 days 10750.4
TCGA-63-A5MP-01A 56 years, male, stage:Stage IIB, alive, 769 days 10749.0
TCGA-66-2790-01A 72 years, male, stage:Stage IIB, alive, 699 days 10671.1
TCGA-58-8388-01A 60 years, male, white, stage:Stage IB, dead, 412 days 10612.6
TCGA-56-8622-01A 68 years, male, white, stage:Stage IB, alive, 55 days 10583.3
TCGA-LA-A446-01A 68 years, male, white, stage:Stage IA, alive, 401 days 10578.4
TCGA-NK-A5D1-01A 57 years, male, white, stage:Stage IIA, alive, 511 days 10536.2
TCGA-56-8308-01A 79 years, male, white, stage:Stage IIB, alive, 517 days 10482.7
TCGA-46-6025-01A 71 years, male, white, stage:Stage IIB, alive, 324 days 10464.1
TCGA-58-A46N-01A 52 years, male, white, stage:Stage IB, alive, 910 days 10439.0
TCGA-21-1072-01A 75 years, male, white, stage:Stage IB, alive, 3016 days 10407.2
TCGA-85-A50M-01A 47 years, male, asian, stage:Stage IIA, dead, 826 days 10375.6
TCGA-98-8022-01A 61 years, male, white, stage:Stage IA, dead, 933 days 10372.6
TCGA-85-A4PA-01A 61 years, male, white, stage:Stage IB, alive, 741 days 10278.6
TCGA-98-A53H-01A 76 years, female, white, stage:Stage IA, alive, 618 days 10185.4
TCGA-68-A59J-01A 74 years, female, white, stage:Stage IB, alive, 448 days 10160.6
TCGA-22-4593-01A 77 years, male, white, stage:Stage IIA, dead, 1067 days 9980.4
TCGA-22-4596-01A 69 years, female, white, stage:Stage IB, dead, 17 days 9973.0
TCGA-22-A5C4-01A 70 years, male, white, stage:Stage IIA, alive, 671 days 9971.0
TCGA-56-1622-01A 58 years, male, white, stage:Stage IB, dead, 881 days 9961.7
TCGA-63-7020-01A male, stage:Stage IA, alive, 2133 days 9943.6
TCGA-85-8354-01A 53 years, male, white, stage:Stage IB, alive, 995 days 9894.2
TCGA-22-1011-01A 73 years, male, white, stage:Stage IB, dead, 53 days 9848.2
TCGA-NC-A5HF-01A 74 years, male, white, stage:Stage IIIB, dead, 138 days 9833.9
TCGA-22-1012-01A 80 years, female, white, stage:Stage IB, dead, 429 days 9794.4
TCGA-63-A5MJ-01A 54 years, male, stage:Stage IIB, alive, 1824 days 9789.9
TCGA-NC-A5HP-01A 69 years, male, white, stage:Stage IV, dead, 770 days 9775.3
TCGA-43-2578-01A 59 years, female, white, stage:Stage IA, dead, 684 days 9686.2
TCGA-XC-AA0X-01A 77 years, female, black or african american, stage:Stage IA, dead, 6 days 9612.9
TCGA-77-8153-01A 77 years, female, stage:Stage IB, alive, 1992 days 9576.8
TCGA-56-8628-01A 78 years, male, white, stage:Stage IA, alive, 616 days 9499.8
TCGA-34-7107-01A 70 years, male, white, stage:Stage II, dead, 34 days 9498.5
TCGA-85-A510-01A 74 years, female, white, stage:Stage IIB, alive, 482 days 9454.4
TCGA-O2-A5IB-01A 71 years, female, white, stage:Stage III, dead, 340 days 9436.4
TCGA-85-8352-01A 67 years, male, white, stage:Stage IIIA, dead, 161 days 9410.0
TCGA-68-8251-01A 78 years, male, white, stage:Stage IB, alive, 406 days 9384.3
TCGA-21-1083-01A 75 years, male, white, stage:Stage IA, dead, 1315 days 9309.3
TCGA-22-1017-01A 62 years, male, white, stage:Stage IA, dead, 1485 days 9241.1
TCGA-85-6560-01A 59 years, male, white, stage:Stage IIA, alive, 1259 days 9229.2
TCGA-85-A513-01A 60 years, female, asian, stage:Stage IA, alive, 910 days 9211.0
TCGA-60-2715-01A 51 years, male, white, stage:Stage IA, dead, 1075 days 9192.9
TCGA-56-7822-01A 75 years, male, black or african american, stage:Stage IIB, dead, 532 days 9157.0
TCGA-58-A46K-01A 59 years, male, white, stage:Stage IIIA, dead, 1045 days 9137.8
TCGA-98-A53A-01A 70 years, male, black or african american, stage:Stage IB, dead, 552 days 9123.3
TCGA-92-7341-01A 71 years, male, white, stage:Stage IB, alive, 106 days 9097.4
TCGA-21-1078-01A 77 years, male, white, stage:Stage IB, dead, 474 days 9075.4
TCGA-22-1016-01A 65 years, male, white, stage:Stage IB, dead, 822 days 9044.9
TCGA-96-8169-01A 67 years, female, white, stage:Stage IA, alive, 557 days 9010.5
TCGA-85-A4QQ-01A 68 years, male, white, stage:Stage IB, dead, 927 days 8973.1
TCGA-63-7021-01A male, stage:Stage IA, alive, 2142 days 8960.8
TCGA-98-A53D-01A 68 years, male, white, stage:Stage IIB, dead, 645 days 8955.4
TCGA-56-A4ZJ-01A 75 years, female, white, stage:Stage IA, alive, 640 days 8855.0
TCGA-60-2708-01A 64 years, female, white, stage:Stage IIB, alive, 2447 days 8820.5
TCGA-33-6738-01A 80 years, male, white, stage:Stage IIIA, alive, 1927 days 8804.3
TCGA-77-7337-01A 65 years, male, white, stage:Stage IIB, dead, 3253 days 8728.6
TCGA-21-A5DI-01A 77 years, male, white, stage:Stage IA, alive, 979 days 8726.1
TCGA-56-A62T-01A 78 years, male, black or african american, stage:Stage IIA, alive, 440 days 8666.7
TCGA-63-A5MY-01A 63 years, male, stage:Stage IA, alive, 1052 days 8582.3
TCGA-77-7141-01A 64 years, male, white, stage:Stage IB, alive, 15 days 8568.4
TCGA-66-2744-01A 71 years, male, stage:Stage IIB, alive, 30 days 8530.3
TCGA-77-8150-01A 64 years, male, stage:Stage IIIA, dead, 1655 days 8494.5
TCGA-94-7943-01A 80 years, male, white, stage:Stage IA, alive, 559 days 8457.1
TCGA-33-AAS8-01A 59 years, female, black or african american, stage:Stage IA, dead, 1114 days 8438.2
TCGA-66-2754-01A 67 years, male, stage:Stage IIIA, alive, 61 days 8437.3
TCGA-77-6843-01A 74 years, male, white, stage:Stage IIA, dead, 2224 days 8436.6
TCGA-43-A474-01A 66 years, male, white, stage:Stage IIA, alive, 353 days 8407.8
TCGA-NC-A5HN-01A 77 years, male, white, stage:Stage IIA, alive, 1499 days 8391.7
TCGA-22-0940-01A 71 years, male, white, stage:Stage IIA, dead, 669 days 8342.8
TCGA-33-4533-01A 76 years, female, black or african american, stage:Stage IB, alive, 4068 days 8328.4
TCGA-66-2734-01A 62 years, female, stage:Stage IB, alive, 1311 days 8300.7
TCGA-18-3407-01A 72 years, male, asian, stage:Stage IB, dead, 136 days 8265.1
TCGA-60-2721-01A 73 years, male, white, stage:Stage IB, alive, 983 days 8186.2
TCGA-66-2763-01A 63 years, female, stage:Stage IB, alive, 30 days 8157.7
TCGA-85-A511-01A 62 years, male, white, stage:Stage IIB, dead, 455 days 8152.9
TCGA-56-8504-01A 74 years, male, white, stage:Stage IB, alive, 510 days 8147.6
TCGA-77-8140-01A 66 years, female, stage:Stage IIB, dead, 351 days 8129.2
TCGA-63-6202-01A male, stage:Stage IIA, alive, 1602 days 8126.4
TCGA-58-8386-01A 75 years, male, stage:Stage IV, dead, 1 days 8095.7
TCGA-43-5668-01A 78 years, male, white, stage:Stage IIA, dead, 559 days 8067.5
TCGA-56-8309-01A 66 years, male, white, stage:Stage IA, alive, 428 days 7948.1
TCGA-63-A5MS-01A 78 years, male, stage:Stage IB, alive, 2381 days 7907.1
TCGA-98-A53I-01A 64 years, male, white, stage:Stage IIA, alive, 565 days 7883.4
TCGA-56-A4BY-01A 66 years, male, white, stage:Stage IB, dead, 543 days 7778.7
TCGA-85-7696-01A 64 years, male, white, stage:Stage IA, alive, 1111 days 7742.8
TCGA-39-5034-01A 73 years, female, white, stage:Stage IIB, dead, 1107 days 7687.5
TCGA-60-2719-01A 83 years, female, white, stage:Stage IB, alive, 1297 days 7670.5
TCGA-77-8128-01A 60 years, male, stage:Stage IIIA, dead, 1150 days 7661.3
TCGA-85-A4JB-01A 74 years, male, white, stage:Stage IIB, alive, 942 days 7615.4
TCGA-18-5592-01A 57 years, male, stage:Stage IIB, alive, 1519 days 7563.7
TCGA-18-3414-01A 73 years, male, asian, stage:Stage IV, dead, 716 days 7560.7
TCGA-18-3408-01A 77 years, female, white, stage:Stage IB, dead, 2304 days 7556.7
TCGA-77-7338-01A 64 years, male, white, stage:Stage IB, dead, 5 days 7540.6
TCGA-22-4601-01A 73 years, female, white, stage:Stage IIIA, dead, 1057 days 7495.7
TCGA-58-8393-01A 68 years, female, white, stage:Stage IB, alive, 1058 days 7468.7
TCGA-85-8481-01A 70 years, male, white, stage:Stage IIB, dead, 236 days 7440.4
TCGA-77-6845-01A 69 years, male, white, stage:Stage IIB, dead, 708 days 7440.0
TCGA-77-8154-01A 67 years, male, stage:Stage IA, alive, 1841 days 7372.8
TCGA-58-8392-01A 70 years, male, white, stage:Stage IB, dead, 501 days 7313.0
TCGA-85-8048-01A 62 years, male, white, stage:Stage IA, alive, 765 days 7308.8
TCGA-34-8456-01A 71 years, female, white, stage:Stage IIA, alive, 804 days 7300.8
TCGA-43-6771-01A 85 years, male, white, stage:Stage IB, dead, 166 days 7254.9
TCGA-43-A56U-01A 76 years, female, white, stage:Stage IA, alive, 432 days 7240.0
TCGA-22-1000-01A 76 years, male, white, stage:Stage IB, dead, 454 days 7195.8
TCGA-NC-A5HK-01A 58 years, female, white, stage:Stage IIB, alive, 128 days 7193.3
TCGA-56-8305-01A 72 years, male, white, stage:Stage IB, alive, 105 days 7191.5
TCGA-43-8115-01A 72 years, female, white, stage:Stage IIA, alive, 407 days 7186.4
TCGA-66-2767-01A 62 years, male, stage:Stage IIIB, alive, 61 days 7167.7
TCGA-85-A5B5-01A 58 years, male, white, stage:Stage IA, alive, 111 days 7149.8
TCGA-22-4605-01A 78 years, female, stage:Stage IB, dead, 974 days 7094.8
TCGA-68-7755-01A 60 years, female, white, stage:Stage IIA, alive, 83 days 7051.4
TCGA-34-5232-01A 75 years, female, black or african american, stage:Stage IIA, alive, 2471 days 7049.8
TCGA-60-2709-01A 69 years, male, black or african american, stage:Stage IB, alive, 1505 days 6938.1
TCGA-90-A4EE-01A 53 years, male, white, stage:Stage IIA, alive, 688 days 6929.5
TCGA-60-2706-01A 58 years, male, white, stage:Stage IA, alive, 2820 days 6865.5
TCGA-60-2713-01A 64 years, male, white, stage:Stage IB, alive, 1731 days 6860.3
TCGA-34-8454-01A 62 years, female, white, stage:Stage IIIA, alive, 1180 days 6848.3
TCGA-85-7710-01A 59 years, female, white, stage:Stage IA, alive, 42 days 6843.1
TCGA-60-2716-01A 39 years, male, stage:Stage IIB, alive, 1475 days 6794.7
TCGA-60-2703-01A 73 years, male, white, stage:Stage IIB, dead, 2945 days 6731.8
TCGA-66-2782-01A 71 years, male, stage:Stage IIB, dead, 365 days 6644.1
TCGA-J1-A4AH-01A 70 years, male, white, stage:Stage IIA, alive, 581 days 6641.7
TCGA-22-4599-01A 73 years, female, white, stage:Stage IB, dead, 1161 days 6623.8
TCGA-52-7811-01A 67 years, male, white, stage:Stage IB, dead, 266 days 6607.3
TCGA-21-5784-01A 80 years, female, white, stage:Stage IB, alive, 1268 days 6568.9
TCGA-22-4607-01A 75 years, male, white, stage:Stage IB, dead, 587 days 6534.8
TCGA-77-8008-01A 68 years, male, stage:Stage IB, dead, 2639 days 6528.1
TCGA-51-6867-01A 72 years, female, white, stage:Stage I, dead, 1856 days 6519.5
TCGA-60-2704-01A 73 years, male, white, stage:Stage IIB, dead, 1154 days 6517.4
TCGA-85-8664-01A 73 years, male, white, stage:Stage IIB, dead, 550 days 6458.2
TCGA-85-8276-01A 62 years, male, white, stage:Stage IIA, alive, 1050 days 6444.8
TCGA-85-8355-01A 63 years, male, white, stage:Stage IA, alive, 61 days 6432.5
TCGA-85-7697-01A 49 years, male, white, stage:Stage IIB, alive, 1063 days 6408.1
TCGA-85-8350-01A 61 years, male, white, stage:Stage IA, alive, 683 days 6360.7
TCGA-66-2777-01A 71 years, male, stage:Stage IB, alive, 61 days 6324.2
TCGA-37-4132-01A 61 years, female, white, stage:Stage IV, alive, 227 days 6309.0
TCGA-22-5471-01A 75 years, male, white, stage:Stage IB, alive, 1845 days 6303.7
TCGA-56-7730-01A 73 years, male, white, stage:Stage IIA, dead, 198 days 6300.0
TCGA-33-4582-01A 55 years, male, white, stage:Stage IA, dead, 3149 days 6277.7
TCGA-22-4613-01A 73 years, female, white, stage:Stage IA, dead, 358 days 6269.2
TCGA-85-8584-01A 71 years, male, white, stage:Stage IIA, dead, 383 days 6233.7
TCGA-33-AASJ-01A 60 years, male, black or african american, stage:Stage IB, dead, 3600 days 6209.6
TCGA-18-3409-01A 74 years, male, white, stage:Stage IA, alive, 3747 days 6192.7
TCGA-77-8138-01A 74 years, male, stage:Stage IB, dead, 539 days 6168.7
TCGA-34-5928-01A 83 years, female, white, stage:Stage IIB, alive, 1196 days 6134.1
TCGA-NC-A5HG-01A 59 years, male, white, stage:Stage IIIA, alive, 1963 days 6134.1
TCGA-39-5040-01A 59 years, male, white, stage:Stage IIIA, dead, 519 days 6125.6
TCGA-77-A5GH-01A 81 years, male, stage:Stage IB, alive, 1182 days 6116.2
TCGA-18-3416-01A 83 years, male, stage:Stage IIB, dead, 973 days 6093.5
TCGA-66-2737-01A 72 years, male, stage:Stage IIB, alive, 61 days 6069.8
TCGA-66-2773-01A 69 years, male, stage:Stage IB, dead, 92 days 6067.0
TCGA-22-5481-01A 72 years, female, white, stage:Stage IIB, dead, 2409 days 6066.5
TCGA-21-5783-01A 76 years, male, white, stage:Stage IB, dead, 2680 days 6047.8
TCGA-21-1077-01A 64 years, male, white, stage:Stage IIB, dead, 1058 days 6018.6
TCGA-NC-A5HH-01A 53 years, male, white, stage:Stage IA, alive, 37 days 6002.8
TCGA-77-8145-01A 73 years, male, stage:Stage IIIB, dead, 212 days 6002.7
TCGA-60-2724-01A 47 years, male, white, stage:Stage IIIA, alive, 717 days 5993.5
TCGA-37-4141-01A 65 years, female, white, stage:Stage IA, alive, 12 days 5985.2
TCGA-85-8353-01A 72 years, male, white, stage:Stage IIIA, dead, 94 days 5961.1
TCGA-22-5472-01A 67 years, male, white, stage:Stage IB, dead, 1975 days 5938.8
TCGA-52-7809-01A 74 years, male, white, stage:Stage IB, dead, 166 days 5890.8
TCGA-37-5819-01A 64 years, male, white, stage:Stage IIIA, alive, 103 days 5875.3
TCGA-34-5239-01A 75 years, male, white, stage:Stage IIIA, alive, 1834 days 5874.8
TCGA-96-A4JL-01A 78 years, female, asian, stage:Stage IIA, alive, 842 days 5862.4
TCGA-66-2783-01A 67 years, male, stage:Stage IIIB, alive, 759 days 5829.0
TCGA-85-8580-01A 52 years, female, white, stage:Stage IB, alive, 1113 days 5818.2
TCGA-22-4604-01A 73 years, male, white, stage:Stage IIA, dead, 399 days 5747.5
TCGA-63-A5MN-01A 78 years, female, stage:Stage IIB, dead, 345 days 5712.4
TCGA-18-3406-01A 67 years, male, white, stage:Stage IA, dead, 371 days 5677.9
TCGA-85-7698-01A 48 years, male, white, stage:Stage IA, alive, 952 days 5675.7
TCGA-85-8582-01A 49 years, male, white, stage:Stage IA, alive, 1160 days 5632.9
TCGA-60-2714-01A 66 years, female, white, stage:Stage IIB, alive, 1531 days 5629.6
TCGA-94-8490-01A 70 years, male, white, stage:Stage IIB, alive, 153 days 5607.5
TCGA-77-7139-01A 56 years, male, white, stage:Stage IIB, alive, 4261 days 5603.2
TCGA-56-5898-01A 69 years, male, white, stage:Stage IA, alive, 555 days 5591.9
TCGA-34-5927-01A 70 years, female, white, stage:Stage IA, alive, 1361 days 5504.0
TCGA-22-5479-01A 64 years, male, white, stage:Stage IB, dead, 2625 days 5503.8
TCGA-34-8455-01A 67 years, male, white, stage:Stage IV, dead, 123 days 5499.6
TCGA-85-A4CN-01A 56 years, female, white, stage:Stage IIB, alive, 1038 days 5498.5
TCGA-68-A59I-01A 73 years, female, black or african american, stage:Stage IIIA, alive, 492 days 5489.7
TCGA-33-A4WN-01A 60 years, male, white, stage:Stage IB, dead, 143 days 5482.4
TCGA-85-7950-01A 46 years, male, white, stage:Stage IB, alive, 576 days 5462.1
TCGA-33-4532-01A 68 years, male, white, stage:Stage IB, dead, 3924 days 5457.0
TCGA-98-A538-01A 67 years, male, white, stage:Stage IIB, alive, 826 days 5441.9
TCGA-77-8139-01A 72 years, male, stage:Stage IIB, alive, 3166 days 5417.8
TCGA-O2-A52Q-01A 44 years, female, white, stage:Stage III, dead, 113 days 5383.7
TCGA-21-1075-01A 57 years, male, white, stage:Stage IIB, alive, 2134 days 5326.8
TCGA-60-2707-01A 70 years, male, stage:Stage IB, dead, 667 days 5284.3
TCGA-46-3767-01A 76 years, male, white, stage:Stage IA, alive, 396 days 5238.2
TCGA-21-5782-01A 68 years, female, white, stage:Stage IB, dead, 962 days 5226.1
TCGA-77-8131-01A 72 years, male, stage:Stage IB, dead, 383 days 5177.3
TCGA-66-2787-01A 57 years, male, stage:Stage IA, alive, 1217 days 5172.1
TCGA-34-5231-01A 72 years, male, white, stage:Stage IA, dead, 1984 days 5162.2
TCGA-56-8503-01A 76 years, female, white, stage:Stage IIB, alive, 41 days 5126.9
TCGA-60-2722-01A 66 years, male, white, stage:Stage IIB, alive, 908 days 5108.0
TCGA-77-8009-01A 68 years, male, stage:Stage IIB, dead, 1695 days 5072.8
TCGA-46-6026-01A 81 years, male, white, stage:Stage IIB, alive, 423 days 5059.5
TCGA-90-7766-01A 66 years, female, white, stage:Stage IA, alive, 289 days 5032.0
TCGA-70-6722-01A 47 years, male, asian, stage:Stage IIIA, alive, 367 days 5024.3
TCGA-43-7658-01A 75 years, female, white, stage:Stage IA, dead, 2378 days 5015.5
TCGA-63-7022-01A female, stage:Stage IA, alive, 2073 days 5010.4
TCGA-52-7622-01A 62 years, female, white, stage:Stage IA, alive, 862 days 5005.8
TCGA-85-6175-01A 63 years, female, white, stage:Stage IIB, dead, 294 days 4989.0
TCGA-98-8021-01A 75 years, female, white, stage:Stage IA, alive, 937 days 4984.0
TCGA-39-5021-01A 70 years, male, white, stage:Stage IB, dead, 2086 days 4970.6
TCGA-85-6561-01A 66 years, male, white, stage:Stage IB, alive, 1224 days 4946.8
TCGA-43-7657-01A 68 years, female, white, stage:Stage IA, alive, 236 days 4931.4
TCGA-85-8072-01A 60 years, male, white, stage:Stage IA, alive, 932 days 4897.3
TCGA-94-8035-01A 64 years, male, white, stage:Stage IIB, alive, 122 days 4890.5
TCGA-MF-A522-01A 54 years, male, white, stage:Stage IB, dead, 360 days 4873.3
TCGA-60-2725-01A 74 years, male, white, stage:Stage IB, alive, 816 days 4869.2
TCGA-77-8007-01A 68 years, male, stage:Stage IIB, dead, 198 days 4860.3
TCGA-66-2793-01A 68 years, male, stage:Stage IIIB, dead, 306 days 4842.6
TCGA-63-A5MH-01A 68 years, male, stage:Stage IA, alive, 2026 days 4832.7
TCGA-66-2756-01A 68 years, male, stage:Stage IIIB, alive, 30 days 4826.1
TCGA-18-4086-01A 64 years, male, stage:Stage IB, dead, 85 days 4824.5
TCGA-18-3411-01A 63 years, female, stage:Stage IIIA, alive, 3576 days 4809.7
TCGA-21-1080-01A 66 years, male, white, stage:Stage IB, alive, 3724 days 4807.4
TCGA-77-8133-01A 74 years, male, stage:Stage IIA, dead, 1640 days 4789.8
TCGA-63-7023-01A male, stage:Stage IIA, alive, 1682 days 4777.7
TCGA-22-5482-01A 81 years, male, white, stage:Stage IB, dead, 357 days 4759.8
TCGA-60-2698-01A 62 years, male, white, stage:Stage IIB, dead, 311 days 4690.3
TCGA-85-7843-01A 50 years, male, white, stage:Stage IIA, alive, 35 days 4686.1
TCGA-94-A5I4-01A 61 years, male, white, stage:Stage IIA, alive, 491 days 4684.7
TCGA-90-7769-01A 55 years, male, white, stage:Stage IIB, alive, 358 days 4601.4
TCGA-58-8387-01A 60 years, male, white, stage:Stage IIA, dead, 403 days 4591.6
TCGA-77-8156-01A 60 years, male, stage:Stage IB, alive, 1106 days 4577.1
TCGA-96-A4JK-01A 65 years, male, white, stage:Stage IIA, alive, 589 days 4571.5
TCGA-63-A5MM-01A 69 years, female, stage:Stage IIB, dead, 456 days 4558.6
TCGA-18-4721-01A 74 years, male, white, stage:Stage IA, alive, 4694 days 4540.5
TCGA-77-8130-01A 69 years, male, stage:Stage IIB, alive, 4765 days 4526.6
TCGA-43-2581-01A 47 years, female, white, stage:Stage IIIA, alive, 1176 days 4500.6
TCGA-70-6723-01A 65 years, male, asian, stage:Stage IIA, alive, 375 days 4450.8
TCGA-85-8049-01A 57 years, male, white, stage:Stage IB, alive, 579 days 4429.9
TCGA-56-8625-01A 66 years, female, white, stage:Stage IIIA, dead, 315 days 4408.6
TCGA-68-7756-01A 84 years, male, white, stage:Stage IIIA, alive, 202 days 4391.6
TCGA-66-2791-01A 66 years, male, stage:Stage IIIB, dead, 153 days 4365.3
TCGA-85-7844-01A 71 years, male, white, stage:Stage IB, alive, 911 days 4354.0
TCGA-33-4587-01A 63 years, female, white, stage:Stage IB, dead, 1656 days 4319.0
TCGA-39-5029-01A 67 years, male, white, stage:Stage IIIA, dead, 740 days 4318.9
TCGA-22-4609-01A 81 years, male, white, stage:Stage IA, dead, 291 days 4270.4
TCGA-39-5019-01A 70 years, male, white, stage:Stage IB, alive, 3387 days 4261.1
TCGA-22-5483-01A 74 years, male, white, stage:Stage IIA, dead, 573 days 4257.3
TCGA-43-7656-01A 71 years, male, white, stage:Stage IA, alive, 596 days 4256.2
TCGA-21-5787-01A 65 years, male, black or african american, stage:Stage IIIA, dead, 329 days 4252.0
TCGA-90-A4ED-01A 69 years, male, white, stage:Stage IB, alive, 615 days 4247.9
TCGA-56-8201-01A 74 years, male, white, stage:Stage IIB, dead, 397 days 4231.9
TCGA-22-5491-01A 74 years, male, white, stage:Stage IA, dead, 1713 days 4214.1
TCGA-56-6545-01A 77 years, female, white, stage:Stage IB, alive, 666 days 4190.8
TCGA-66-2770-01A 79 years, male, stage:Stage IB, alive, 700 days 4174.5
TCGA-18-3410-01A 81 years, male, stage:Stage IIB, dead, 146 days 4166.5
TCGA-33-4586-01A 57 years, male, white, stage:Stage IIIA, dead, 428 days 4153.4
TCGA-33-4583-01A 73 years, male, white, stage:Stage IA, dead, 4601 days 4148.7
TCGA-22-4594-01A 60 years, female, stage:Stage IIIA, dead, 1470 days 4126.2
TCGA-56-8083-01A 56 years, male, white, stage:Stage IB, alive, 150 days 4108.6
TCGA-33-4566-01A 40 years, male, white, stage:Stage IB, dead, 5287 days 4106.4
TCGA-77-7138-01A 67 years, male, stage:Stage IB, dead, 340 days 4103.6
TCGA-43-6647-01A 69 years, female, white, stage:Stage IIB, alive, 757 days 4094.0
TCGA-22-5485-01A 58 years, female, white, stage:Stage IA, dead, 916 days 4067.8
TCGA-60-2697-01A 41 years, male, white, stage:Stage IIA, dead, 372 days 4064.9
TCGA-46-3766-01A 62 years, female, white, stage:Stage IA, alive, 370 days 4058.4
TCGA-85-6798-01A 57 years, male, white, stage:Stage IIIA, dead, 195 days 4032.9
TCGA-85-8277-01A 70 years, male, white, stage:Stage IIIA, dead, 307 days 4026.6
TCGA-39-5037-01A 65 years, male, white, stage:Stage IIA, alive, 1690 days 4023.6
TCGA-66-2742-01A 70 years, male, stage:Stage IV, alive, 641 days 4022.9
TCGA-85-8666-01A 65 years, male, white, stage:Stage IB, dead, 687 days 3974.0
TCGA-77-8148-01A 68 years, male, stage:Stage IIIA, alive, 2023 days 3970.4
TCGA-66-2755-01A 63 years, male, stage:Stage IB, alive, 28 days 3953.3
TCGA-56-5897-01A 74 years, male, white, stage:Stage IA, alive, 378 days 3934.2
TCGA-43-5670-01A 70 years, male, white, stage:Stage IIA, alive, 849 days 3929.5
TCGA-18-3417-01A 65 years, male, stage:Stage IV, dead, 1097 days 3925.6
TCGA-34-5929-01A 78 years, female, white, stage:Stage IB, dead, 151 days 3889.2
TCGA-85-8052-01A 53 years, male, white, stage:Stage IIB, alive, 734 days 3870.5
TCGA-77-8136-01A 74 years, female, stage:Stage IIB, dead, 1189 days 3860.1
TCGA-60-2712-01A 79 years, female, white, stage:Stage IIB, dead, 274 days 3823.4
TCGA-66-2781-01A 67 years, male, stage:Stage IB, alive, 121 days 3812.9
TCGA-66-2786-01A 68 years, female, stage:Stage IA, alive, 790 days 3788.2
TCGA-NK-A5CT-01A 70 years, male, white, stage:Stage IA, alive, 1997 days 3786.3
TCGA-66-2785-01A 65 years, male, stage:Stage IB, alive, 60 days 3768.1
TCGA-43-3394-01A 52 years, male, black or african american, stage:Stage IB, dead, 1190 days 3757.8
TCGA-58-8390-01A 70 years, male, white, stage:Stage IIA, alive, 911 days 3721.6
TCGA-34-2600-01A 76 years, female, white, stage:Stage IA, dead, 1874 days 3681.1
TCGA-39-5016-01A 44 years, male, white, stage:Stage IIA, alive, 3850 days 3598.2
TCGA-92-8063-01A 52 years, male, white, stage:Stage IIIA, alive, 122 days 3564.4
TCGA-39-5022-01A 76 years, male, white, stage:Stage IB, dead, 1679 days 3555.6
TCGA-77-6842-01A 79 years, male, white, stage:Stage IIB, dead, 899 days 3481.5
TCGA-O2-A52S-01A 57 years, female, white, stage:Stage III, dead, 387 days 3461.0
TCGA-85-8351-01A 72 years, male, white, stage:Stage IIA, alive, 510 days 3453.9
TCGA-34-2608-01A 84 years, male, white, stage:Stage IB, dead, 1000 days 3447.8
TCGA-60-2711-01A 64 years, female, white, stage:Stage IB, alive, 1260 days 3426.6
TCGA-46-3765-01A 59 years, female, white, stage:Stage IA, alive, 405 days 3400.5
TCGA-60-2696-01A 76 years, female, black or african american, stage:Stage IIA, dead, 109 days 3386.2
TCGA-66-2768-01A 57 years, male, stage:Stage IIB, alive, 61 days 3374.1
TCGA-66-2795-01A 68 years, male, stage:Stage IIIB, alive, 122 days 3341.1
TCGA-66-2792-01A 58 years, male, stage:Stage IIB, alive, 913 days 3331.6
TCGA-66-2789-01A 73 years, male, stage:Stage IIIB, dead, 123 days 3323.8
TCGA-21-1079-01A 71 years, male, white, stage:Stage IIIA, dead, 965 days 3298.0
TCGA-34-2596-01A 70 years, male, white, stage:Stage IIB, dead, 80 days 3286.2
TCGA-37-A5EL-01A 53 years, male, white, stage:Stage IIB, dead, 1143 days 3258.0
TCGA-66-2780-01A 65 years, male, stage:Stage IB, dead, 366 days 3249.3
TCGA-43-8116-01A 73 years, male, white, stage:Stage IA, alive, 358 days 3247.6
TCGA-66-2800-01A 70 years, male, stage:Stage IIIB, alive, 1492 days 3204.5
TCGA-98-8020-01A 56 years, female, black or african american, stage:Stage IIIA, dead, 84 days 3155.3
TCGA-LA-A7SW-01A 71 years, male, black or african american, stage:Stage IIIA, dead, 408 days 3130.5
TCGA-18-5595-01A 50 years, male, stage:Stage IB, dead, 827 days 3123.8
TCGA-43-6773-01A 76 years, male, white, stage:Stage IIB, dead, 116 days 3123.6
TCGA-34-5236-01A 60 years, male, white, stage:Stage IIB, dead, 276 days 3117.7
TCGA-22-5478-01A 79 years, male, stage:Stage IB, dead, 24 days 3108.8
TCGA-22-4591-01A 80 years, male, white, stage:Stage IIIA, dead, 623 days 3080.4
TCGA-66-2794-01A 64 years, male, stage:Stage IIIB, alive, 1645 days 3034.3
TCGA-22-5477-01A 65 years, male, white, stage:Stage IA, dead, 1346 days 3006.9
TCGA-60-2695-01A 74 years, female, white, stage:Stage IB, alive, 642 days 2996.9
TCGA-66-2753-01A 69 years, male, stage:Stage IB, alive, 31 days 2974.6
TCGA-39-5030-01A 81 years, female, asian, stage:Stage IIIA, dead, 59 days 2965.4
TCGA-94-7557-01A 73 years, male, black or african american, stage:Stage IB, dead, 5 days 2914.9
TCGA-43-6770-01A 59 years, female, black or african american, stage:Stage IB, alive, 653 days 2909.7
TCGA-52-7810-01A 60 years, female, white, stage:Stage IIB, alive, 923 days 2897.3
TCGA-66-2727-01A 55 years, female, stage:Stage IB, dead, 516 days 2886.9
TCGA-66-2771-01A 60 years, male, stage:Stage IIB, alive, 578 days 2885.9
TCGA-L3-A524-01A 45 years, female, white, stage:Stage IIB, dead, 490 days 2879.5
TCGA-68-8250-01A 66 years, male, black or african american, stage:Stage IA, alive, 244 days 2877.3
TCGA-37-4130-01A 56 years, male, white, stage:Stage IA, alive, 247 days 2865.1
TCGA-66-2769-01A 75 years, male, stage:Stage IIIB, dead, 215 days 2844.6
TCGA-85-A4JC-01A 84 years, male, white, stage:Stage IIA, dead, 604 days 2839.6
TCGA-39-5035-01A 72 years, female, white, stage:Stage IA, alive, 2080 days 2839.4
TCGA-60-2710-01A 67 years, female, white, stage:Stage IIA, alive, 2024 days 2835.7
TCGA-18-3419-01A 73 years, male, stage:Stage IIB, alive, 2811 days 2825.0
TCGA-18-3412-01A 52 years, male, white, stage:Stage IB, dead, 345 days 2822.5
TCGA-90-7767-01A 56 years, male, white, stage:Stage IIB, alive, 89 days 2816.5
TCGA-39-5039-01A 76 years, male, white, stage:Stage IIA, dead, 544 days 2763.7
TCGA-85-7699-01A 73 years, male, white, stage:Stage IIIA, dead, 1001 days 2719.2
TCGA-37-3783-01A 51 years, male, white, stage:Stage IIIA, alive, 122 days 2694.5
TCGA-51-4079-01A 73 years, female, black or african american, stage:Stage IB, dead, 12 days 2649.1
TCGA-37-3789-01A 65 years, male, white, stage:Stage IB, alive, 13 days 2646.2
TCGA-66-2758-01A 71 years, male, stage:Stage IB, alive, 639 days 2634.6
TCGA-34-5240-01A 73 years, female, white, stage:Stage IIB, alive, 1541 days 2593.8
TCGA-85-8287-01A 72 years, male, white, stage:Stage IA, dead, 23 days 2561.4
TCGA-43-6143-01A 70 years, male, white, stage:Stage IB, alive, 699 days 2555.8
TCGA-46-3768-01A 58 years, male, white, stage:Stage IIIA, dead, 299 days 2538.9
TCGA-18-3415-01A 77 years, male, stage:Stage IB, dead, 2803 days 2504.2
TCGA-66-2788-01A 56 years, male, stage:Stage IB, alive, 699 days 2502.1
TCGA-39-5011-01A 70 years, female, white, stage:Stage IA, alive, 4053 days 2487.7
TCGA-77-8144-01A 70 years, male, stage:Stage IB, alive, 833 days 2467.9
TCGA-18-3421-01A 65 years, male, white, stage:Stage IB, alive, 2645 days 2441.1
TCGA-37-3792-01A 69 years, male, white, stage:Stage IB, alive, 12 days 2427.8
TCGA-52-7812-01A 68 years, male, white, stage:'--, dead, 835 days 2357.4
TCGA-94-8491-01A 73 years, male, white, stage:Stage IIA, alive, 810 days 2338.1
TCGA-22-5473-01A 78 years, male, white, stage:'--, dead, 1933 days 2292.9
TCGA-43-3920-01A 71 years, male, white, stage:Stage IB, alive, 1007 days 2292.7
TCGA-66-2759-01A 66 years, male, stage:Stage IIIA, alive, 762 days 2190.9
TCGA-66-2757-01A 65 years, female, stage:Stage IA, dead, 1338 days 2170.8
TCGA-92-8064-01A 58 years, male, white, stage:'--, alive, 160 days 2141.3
TCGA-66-2765-01A 64 years, male, stage:Stage IB, alive, 61 days 2107.4
TCGA-66-2778-01A 68 years, female, stage:Stage IIIB, alive, 578 days 2065.9
TCGA-39-5028-01A 75 years, male, white, stage:Stage IIIA, dead, 52 days 1955.7
TCGA-39-5036-01A 73 years, male, white, stage:Stage IB, alive, 2165 days 1945.0
TCGA-51-4080-01A 65 years, male, black or african american, stage:Stage IIIB, dead, 12 days 1896.1
TCGA-60-2723-01A 74 years, female, white, stage:Stage IB, alive, 1092 days 1859.4
TCGA-46-3769-01A 57 years, male, white, stage:'--, alive, 135 days 1811.3
TCGA-37-4135-01A 68 years, male, white, stage:Stage IB, alive, 207 days 1751.9
TCGA-39-5031-01A 76 years, female, stage:Stage IA, dead, 1841 days 1595.9
TCGA-22-5492-01A 73 years, female, stage:Stage IIIA, dead, 506 days 1392.0
TCGA-22-5474-01A 74 years, male, white, stage:Stage IB, dead, 445 days 1352.6
TCGA-21-5786-01A 64 years, male, white, stage:Stage IB, alive, 1032 days 1321.8
TCGA-60-2720-01A 60 years, female, white, stage:Stage IB, alive, 97 days 1314.6
TCGA-22-5489-01A 64 years, male, white, stage:Stage IA, dead, 1912 days 1303.4
TCGA-66-2766-01A 54 years, male, stage:Stage IIIA, alive, 31 days 1298.8
TCGA-34-5234-01A 71 years, female, white, stage:Stage IA, alive, 2271 days 1240.9
TCGA-34-5241-01A 79 years, male, white, stage:Stage IB, dead, 515 days 1207.4
TCGA-22-5480-01A 66 years, female, white, stage:Stage IA, dead, 2170 days 1056.8
TCGA-37-4133-01A 63 years, male, white, stage:Stage IIIA, alive, 238 days 942.0
TCGA-85-8071-01A 52 years, male, white, stage:Stage IIA, alive, 815 days 843.5
TCGA-33-4589-01A 62 years, female, white, stage:Stage IIB, dead, 47 days 714.6
TCGA-85-8070-01A 71 years, male, white, stage:Stage IB, alive, 960 days 591.0
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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-ATP8 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.

: 4504.39
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 3966.7
Number of samples 68
Samples
Sample Description pTPM
L534 66 years, male, stage:Stage IIA, alive, 2693 days 8865.1
L472 71 years, male, stage:Stage IB, dead, 423 days 7576.5
L490 58 years, male, stage:Stage IA, dead, 716 days 7397.1
L447 67 years, male, stage:Stage IIB, alive, 3203 days 7132.4
L881 70 years, male, stage:Stage IB, alive, 1752 days 6697.4
L884 71 years, male, stage:Stage IIA, alive, 1627 days 6431.6
L712 61 years, male, stage:Stage IA, alive, 1698 days 6294.0
L854 62 years, female, stage:Stage IB, alive, 2256 days 6179.0
L736 67 years, male, stage:Stage IA, dead, 1195 days 5747.7
L586 67 years, male, stage:Stage IIA, dead, 784 days 5476.1
L568 77 years, female, stage:Stage IIB, dead, 71 days 5462.8
L658 65 years, female, stage:Stage IIB, alive, 2083 days 5284.0
L459 75 years, male, stage:Stage IIA, alive, 3181 days 5228.0
L655 62 years, male, stage:Stage IIA, dead, 1603 days 5196.6
L767 67 years, male, stage:Stage IA, alive, 1718 days 5194.4
L758 84 years, male, stage:Stage IA, dead, 1562 days 5095.1
L529 79 years, female, stage:Stage IA, alive, 2775 days 4992.5
L559 72 years, male, stage:Stage IIB, alive, 2615 days 4858.7
L592 61 years, male, stage:Stage IB, alive, 2368 days 4838.6
L488 61 years, female, stage:Stage IIA, alive, 2993 days 4832.0
L886 71 years, male, stage:Stage IB, dead, 1932 days 4734.0
L747 74 years, female, stage:Stage IA, dead, 1112 days 4727.4
L633 77 years, female, stage:Stage IA, alive, 2102 days 4713.0
L818 67 years, male, stage:Stage IB, alive, 2480 days 4582.0
L468 53 years, male, stage:Stage IB, alive, 3004 days 4513.7
L572 58 years, male, stage:Stage IA, alive, 2532 days 4504.4
L483 65 years, male, stage:Stage IB, dead, 77 days 4480.4
L755 82 years, male, stage:Stage IIA, dead, 227 days 4358.0
L817 76 years, female, stage:Stage IIIA, dead, 1279 days 4315.5
L444 74 years, female, stage:Stage IIB, alive, 3337 days 4292.0
L788 54 years, female, stage:Stage IA, alive, 3385 days 4238.1
L466 65 years, female, stage:Stage IIIA, dead, 412 days 4171.6
L457 46 years, female, stage:Stage IIA, alive, 2901 days 4164.7
L858 69 years, female, stage:Stage IIB, dead, 558 days 4007.7
L442 75 years, female, stage:Stage IB, dead, 2433 days 4001.5
L420 57 years, female, stage:Stage IIB, dead, 295 days 3878.2
L864 66 years, female, stage:Stage IA, alive, 2192 days 3856.6
L719 63 years, male, stage:Stage IB, alive, 1615 days 3792.2
L824 70 years, male, stage:Stage IA, dead, 665 days 3757.7
L456 48 years, male, stage:Stage IIA, dead, 1660 days 3624.5
L715 69 years, female, stage:Stage IIIA, dead, 150 days 3616.6
L744 75 years, male, stage:Stage IA, alive, 1614 days 3319.4
L650 69 years, female, stage:Stage IB, dead, 986 days 3305.7
L608 73 years, male, stage:Stage IA, alive, 2350 days 3143.3
L723 67 years, male, stage:Stage IIA, dead, 433 days 3105.2
L751 59 years, female, stage:Stage IIIA, alive, 1600 days 3037.0
L563 61 years, female, stage:Stage IIB, dead, 1216 days 3026.5
L685 71 years, female, stage:Stage IIB, alive, 1944 days 2961.2
L604 67 years, male, stage:Stage IIA, dead, 286 days 2731.0
L852 64 years, male, stage:Stage IB, dead, 700 days 2592.4
L642 67 years, male, stage:Stage IB, dead, 1167 days 2589.7
L753 61 years, male, stage:Stage IIA, alive, 1705 days 2570.0
L756 72 years, male, stage:Stage IB, alive, 1796 days 2566.5
L820 73 years, female, stage:Stage IA, alive, 2405 days 2557.8
L760 80 years, male, stage:Stage IIA, alive, 1895 days 2527.8
L856 69 years, male, stage:Stage IA, dead, 1465 days 2462.7
L661 66 years, male, stage:Stage IA, dead, 1123 days 2344.7
L470 78 years, female, stage:Stage IB, dead, 1774 days 2295.5
L496 77 years, male, stage:Stage IB, alive, 2761 days 2261.3
L860 77 years, male, stage:Stage IA, alive, 2056 days 2196.1
L406 64 years, male, stage:Stage IA, alive, 3057 days 2192.4
L739 49 years, female, stage:Stage IIIA, dead, 352 days 1937.2
L464 66 years, male, stage:Stage IB, dead, 1935 days 1672.9
L539 78 years, male, stage:Stage IB, dead, 370 days 1571.6
L452 62 years, male, stage:Stage IIIA, dead, 3115 days 1419.6
L644 67 years, male, stage:Stage IA, dead, 282 days 1010.9
L652 82 years, male, stage:Stage IA, dead, 5 days 644.7
L857 69 years, male, stage:Stage IB, dead, 226 days 585.8
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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
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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
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LUNG CANCER - Protein expressioni

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

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

Pending cancer tissue analysis

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