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  • FTH1
CANCER LUNG CANCER Show tissue menu
BREAST CANCER CARCINOID CERVICAL CANCER COLORECTAL CANCER ENDOMETRIAL CANCER GLIOMA HEAD AND NECK CANCER LIVER CANCER LUNG CANCER LYMPHOMA
MELANOMA OVARIAN CANCER PANCREATIC CANCER PROSTATE CANCER RENAL CANCER SKIN CANCER STOMACH CANCER TESTIS CANCER THYROID CANCER UROTHELIAL CANCER
LUAD TCGA LUAD VALIDATION LUSC TCGA LUSC VALIDATION PROTEIN LUAD CPTAC PROTEIN LUSC CPTAC PROTEIN EXPRESSION
ANTIBODIES
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Dictionary
Lung cancer
Human cancer
Lung adenocarcinoma
Lung squamous cell carcinoma
LUNG ADENOCARCINOMA (TCGA) - Interactive survival scatter ploti

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

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

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

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

& Survival analysisi

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

FTH1 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.

: 3732.87
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 5439.5
Number of samples 497
Samples
Sample Description pTPM
TCGA-86-7711-01A 70 years, male, white, stage:Stage IIA, dead, 1046 days 27818.9
TCGA-49-AAR9-01A 61 years, male, black or african american, stage:Stage IIB, dead, 260 days 18838.8
TCGA-50-6592-01A 71 years, female, white, stage:Stage IB, dead, 777 days 17879.9
TCGA-78-7154-01A 72 years, male, white, stage:Stage IIIA, dead, 593 days 17490.8
TCGA-78-8640-01A 59 years, male, stage:Stage IIA, alive, 7062 days 17058.6
TCGA-73-4666-01A 52 years, female, white, stage:Stage IV, alive, 800 days 16477.9
TCGA-95-7043-01A 63 years, female, white, stage:Stage IA, dead, 503 days 16326.1
TCGA-78-7163-01A 60 years, male, white, stage:Stage IB, alive, 7248 days 15726.5
TCGA-80-5611-01A male, stage:Stage IB, alive, 2595 days 15520.8
TCGA-78-7146-01A 71 years, female, white, stage:Stage IIIA, dead, 173 days 14338.4
TCGA-55-7995-01A 73 years, female, white, stage:Stage IA, alive, 889 days 14276.9
TCGA-73-4668-01A 66 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days 13821.5
TCGA-55-7911-01A 70 years, female, white, stage:Stage IA, alive, 537 days 13739.4
TCGA-55-7815-01A 76 years, male, stage:Stage IB, alive, 773 days 12920.2
TCGA-55-8085-01A 64 years, male, white, stage:Stage IA, alive, 904 days 12455.9
TCGA-73-4676-01A 45 years, male, white, stage:Stage IIA, dead, 281 days 12377.5
TCGA-44-7670-01A 47 years, female, white, stage:Stage IIA, alive, 882 days 12200.7
TCGA-62-A46V-01A 78 years, female, white, stage:Stage IB, alive, 2199 days 11426.5
TCGA-L4-A4E6-01A 67 years, male, white, stage:Stage IA, alive, 435 days 11356.1
TCGA-69-A59K-01A 60 years, female, black or african american, stage:Stage IIB, alive, 591 days 11292.5
TCGA-55-5899-01A 58 years, male, white, stage:'--, alive, 930 days 11184.9
TCGA-73-4659-01A 66 years, male, white, stage:Stage IIIA, dead, 711 days 11157.2
TCGA-55-8620-01A 60 years, male, white, stage:Stage IV, dead, 375 days 11144.4
TCGA-J2-8194-01A 69 years, female, white, stage:Stage IIB, alive, 724 days 11068.6
TCGA-MP-A4SY-01A 61 years, male, white, stage:Stage IIB, dead, 1501 days 10976.6
TCGA-95-7039-01A 54 years, female, white, stage:Stage IIB, alive, 1272 days 10935.3
TCGA-44-6779-01A 50 years, female, white, stage:Stage IIB, dead, 500 days 10598.2
TCGA-44-2668-01A 51 years, male, white, stage:Stage IB, dead, 761 days 10287.5
TCGA-78-7633-01A 67 years, male, white, stage:Stage IB, dead, 1528 days 10274.6
TCGA-69-7979-01A 71 years, female, white, stage:Stage IB, alive, 408 days 10200.6
TCGA-44-2656-01A 59 years, male, white, stage:Stage IB, alive, 1429 days 9917.5
TCGA-J2-A4AD-01A 61 years, female, white, stage:Stage IA, dead, 550 days 9724.5
TCGA-67-3770-01A 70 years, female, white, stage:Stage IA, alive, 610 days 9517.6
TCGA-97-8175-01A 55 years, female, white, stage:Stage IB, alive, 551 days 9514.1
TCGA-44-7660-01A 72 years, male, white, stage:Stage IB, alive, 592 days 9465.1
TCGA-NJ-A4YQ-01A 69 years, female, white, stage:Stage IA, alive, 1432 days 9394.2
TCGA-97-A4M3-01A 69 years, female, white, stage:Stage IA, alive, 540 days 9364.4
TCGA-86-8279-01A 46 years, male, white, stage:Stage IIA, alive, 949 days 9197.1
TCGA-49-AARQ-01A 41 years, female, black or african american, stage:Stage I, alive, 6732 days 9195.5
TCGA-86-7953-01A 69 years, female, white, stage:Stage IA, alive, 997 days 9148.5
TCGA-55-6982-01A 79 years, female, white, stage:Stage IIB, dead, 995 days 9104.3
TCGA-49-6767-01A 46 years, female, white, stage:Stage IIB, alive, 677 days 9008.3
TCGA-73-4675-01A 59 years, male, white, stage:Stage IIIA, dead, 922 days 8962.7
TCGA-35-3615-01A 57 years, male, white, stage:Stage IB, alive, 14 days 8935.6
TCGA-69-7978-01A 59 years, male, white, stage:Stage IIB, alive, 134 days 8928.5
TCGA-44-A47A-01A 78 years, female, white, stage:Stage IB, alive, 466 days 8786.4
TCGA-97-8174-01A 67 years, male, white, stage:Stage IIA, dead, 164 days 8720.7
TCGA-78-7167-01A 77 years, male, white, stage:Stage IV, dead, 2681 days 8693.2
TCGA-95-A4VN-01A 62 years, female, white, stage:Stage IIA, alive, 553 days 8662.4
TCGA-73-4670-01A 69 years, female, white, stage:Stage IV, alive, 131 days 8620.0
TCGA-91-A4BD-01A 78 years, male, white, stage:Stage IIA, alive, 603 days 8574.0
TCGA-44-A4SS-01A 73 years, male, white, stage:Stage IA, alive, 415 days 8571.3
TCGA-86-A456-01A 78 years, female, asian, stage:Stage IA, alive, 896 days 8475.8
TCGA-64-5815-01A 74 years, male, white, stage:Stage IIB, alive, 866 days 8446.5
TCGA-78-8660-01A 69 years, male, stage:Stage IIB, dead, 321 days 8370.5
TCGA-53-A4EZ-01A 63 years, male, white, stage:Stage IIA, alive, 1071 days 8309.8
TCGA-44-6777-01A 85 years, female, white, stage:Stage IB, dead, 987 days 8236.2
TCGA-86-7954-01A 68 years, female, white, stage:Stage IB, alive, 605 days 8215.5
TCGA-91-6836-01A 52 years, female, white, stage:Stage IB, alive, 417 days 8212.9
TCGA-55-6981-01A 53 years, female, white, stage:Stage IIIA, dead, 1379 days 8097.6
TCGA-55-A4DF-01A 88 years, male, white, stage:Stage IA, dead, 440 days 8093.0
TCGA-MP-A4TA-01A 75 years, female, white, stage:Stage IA, dead, 950 days 8082.9
TCGA-05-4384-01A 66 years, male, stage:Stage IIIA, alive, 426 days 8069.8
TCGA-05-4424-01A 70 years, male, stage:Stage IIB, alive, 913 days 8044.7
TCGA-NJ-A4YG-01A 65 years, male, white, stage:Stage IB, alive, 2261 days 8013.6
TCGA-95-8494-01A 67 years, male, white, stage:Stage IIA, alive, 84 days 7977.2
TCGA-64-1679-01A 58 years, female, white, stage:Stage IIIA, alive, 2488 days 7963.9
TCGA-86-8674-01A 50 years, male, white, stage:Stage IIA, alive, 806 days 7944.9
TCGA-55-A492-01A 70 years, female, white, stage:Stage IA, alive, 596 days 7896.8
TCGA-67-3771-01A 77 years, female, black or african american, stage:Stage IA, alive, 610 days 7868.2
TCGA-93-A4JP-01A 64 years, male, asian, stage:Stage IV, alive, 578 days 7865.2
TCGA-50-6590-01A 72 years, female, white, stage:Stage IB, dead, 1288 days 7854.3
TCGA-64-1681-01A 61 years, female, white, stage:Stage IA, dead, 1167 days 7812.2
TCGA-78-7152-01A 65 years, male, white, stage:Stage IB, dead, 1215 days 7782.3
TCGA-97-A4M6-01A 45 years, female, white, stage:Stage IA, alive, 568 days 7774.9
TCGA-05-5715-01A 69 years, female, stage:Stage IB, alive, 62 days 7745.7
TCGA-95-7948-01A 42 years, female, white, stage:Stage IB, alive, 476 days 7728.6
TCGA-97-8547-01A 78 years, female, stage:Stage IIIA, alive, 657 days 7710.5
TCGA-49-4494-01A 77 years, male, white, stage:Stage IIIA, dead, 1081 days 7689.8
TCGA-44-6145-01A 62 years, female, white, stage:Stage IA, alive, 595 days 7670.5
TCGA-86-8073-01A 58 years, male, white, stage:Stage IB, alive, 740 days 7645.0
TCGA-95-7562-01A 71 years, male, black or african american, stage:Stage IIA, dead, 87 days 7643.4
TCGA-55-7727-01A 70 years, male, white, stage:Stage IIIA, alive, 119 days 7563.3
TCGA-50-5933-01A 72 years, male, white, stage:Stage IIIB, dead, 2393 days 7512.7
TCGA-53-7624-01A 40 years, female, white, stage:Stage IV, dead, 1043 days 7470.3
TCGA-91-6849-01A 75 years, female, black or african american, stage:Stage IIIA, alive, 35 days 7464.7
TCGA-93-7347-01A 76 years, female, white, stage:Stage IA, alive, 683 days 7459.1
TCGA-93-A4JO-01A 70 years, male, white, stage:Stage IA, dead, 33 days 7459.1
TCGA-44-6776-01A 60 years, female, white, stage:Stage IA, alive, 2616 days 7457.5
TCGA-67-3773-01A 84 years, female, white, stage:Stage IB, alive, 427 days 7448.2
TCGA-75-5146-01A male, stage:Stage IB, alive, 2368 days 7413.1
TCGA-05-4389-01A 70 years, male, stage:Stage IA, alive, 1369 days 7373.6
TCGA-62-8395-01A 80 years, female, white, stage:Stage IIB, alive, 1216 days 7365.3
TCGA-55-7724-01A 76 years, female, white, stage:Stage IB, alive, 705 days 7349.5
TCGA-55-A490-01A 78 years, male, white, stage:Stage IIA, dead, 99 days 7324.3
TCGA-55-8511-01A 73 years, female, white, stage:Stage IB, alive, 552 days 7317.7
TCGA-50-6593-01A 49 years, female, white, stage:Stage IIIA, dead, 336 days 7312.5
TCGA-62-A470-01A 84 years, male, white, stage:Stage IB, dead, 1194 days 7291.2
TCGA-86-6562-01A 52 years, male, white, stage:Stage IIA, dead, 376 days 7290.2
TCGA-55-6972-01A 72 years, male, white, stage:Stage IB, dead, 1632 days 7272.1
TCGA-55-6712-01A 71 years, male, white, stage:Stage IIA, dead, 171 days 7251.0
TCGA-50-5939-01A 85 years, male, white, stage:Stage IB, dead, 460 days 7211.4
TCGA-49-AARE-01A 51 years, female, black or african american, stage:Stage IA, dead, 1229 days 7197.5
TCGA-55-7281-01A 70 years, female, white, stage:Stage IA, alive, 872 days 7147.7
TCGA-38-4628-01A 65 years, female, white, stage:Stage IIB, dead, 1492 days 7108.0
TCGA-MP-A4TC-01A 77 years, male, white, stage:Stage IIIA, dead, 74 days 7089.9
TCGA-75-6206-01A male, stage:Stage IB, alive, 2590 days 7055.8
TCGA-MP-A4TI-01A 72 years, male, white, stage:Stage IIA, dead, 429 days 7039.9
TCGA-62-A472-01A 70 years, male, white, stage:Stage IIB, alive, 910 days 7039.7
TCGA-97-7553-01A 58 years, female, white, stage:Stage IA, alive, 1870 days 7020.2
TCGA-93-8067-01A 77 years, male, asian, stage:Stage IB, alive, 186 days 7017.4
TCGA-38-4626-01A 57 years, female, white, stage:'--, alive, 3674 days 6963.2
TCGA-55-7570-01A 60 years, male, black or african american, stage:Stage IA, alive, 824 days 6954.7
TCGA-86-8074-01A 62 years, female, white, stage:Stage IIA, alive, 24 days 6941.0
TCGA-38-4629-01A 68 years, male, white, stage:Stage IIB, dead, 864 days 6922.3
TCGA-NJ-A55R-01A 67 years, male, white, stage:Stage IA, alive, 603 days 6906.3
TCGA-44-2655-01A 65 years, female, white, stage:Stage IA, alive, 1324 days 6878.7
TCGA-86-8671-01A 72 years, female, white, stage:Stage IIB, alive, 839 days 6823.2
TCGA-55-6968-01A 61 years, male, white, stage:Stage IV, dead, 1293 days 6722.8
TCGA-MP-A4T6-01A 76 years, female, white, stage:Stage IIIA, dead, 1790 days 6709.9
TCGA-78-7156-01A 62 years, male, white, stage:Stage IV, dead, 976 days 6618.6
TCGA-55-8621-01A 75 years, female, white, stage:Stage IA, alive, 515 days 6605.8
TCGA-67-3774-01A 73 years, female, white, stage:Stage IB, alive, 385 days 6583.2
TCGA-86-7955-01A 62 years, male, white, stage:Stage IB, alive, 1072 days 6567.0
TCGA-91-6828-01A 70 years, male, white, stage:Stage IA, alive, 323 days 6524.2
TCGA-86-8672-01A 59 years, male, white, stage:Stage IIB, dead, 19 days 6516.4
TCGA-78-7150-01A 59 years, male, white, stage:Stage IIB, dead, 666 days 6476.4
TCGA-44-7671-01A 64 years, male, black or african american, stage:Stage IB, alive, 889 days 6465.9
TCGA-99-8033-01A 74 years, female, white, stage:Stage IV, dead, 656 days 6455.4
TCGA-44-3919-01A 71 years, female, white, stage:Stage IA, dead, 1026 days 6429.1
TCGA-49-AAR3-01A 69 years, male, black or african american, stage:Stage IIB, alive, 1893 days 6417.9
TCGA-69-8453-01A 77 years, male, white, stage:Stage IIB, alive, 813 days 6390.7
TCGA-97-8179-01A 72 years, male, white, stage:Stage IA, alive, 435 days 6385.7
TCGA-55-8208-01A 73 years, female, white, stage:Stage IA, alive, 674 days 6382.1
TCGA-MN-A4N4-01A 57 years, male, white, stage:Stage IA, alive, 1175 days 6356.0
TCGA-55-A48Y-01A 69 years, male, white, stage:Stage IIA, alive, 630 days 6350.5
TCGA-91-6830-01A 65 years, female, white, stage:Stage IIA, alive, 60 days 6346.0
TCGA-44-3398-01A 77 years, female, white, stage:Stage IA, alive, 1163 days 6289.5
TCGA-78-7162-01A 75 years, male, white, stage:Stage IA, dead, 3169 days 6271.4
TCGA-55-8510-01A 55 years, female, white, stage:Stage IB, alive, 539 days 6234.6
TCGA-44-2662-01A 65 years, male, white, stage:Stage IB, alive, 1280 days 6205.2
TCGA-49-6743-01A 81 years, female, white, stage:Stage IIIA, alive, 1621 days 6190.7
TCGA-55-7728-01A 64 years, female, white, stage:Stage IB, alive, 704 days 6171.8
TCGA-44-4112-01A 60 years, female, white, stage:Stage IB, dead, 808 days 6170.3
TCGA-38-4631-01A 72 years, female, white, stage:Stage IB, dead, 354 days 6120.1
TCGA-86-8278-01A 63 years, female, white, stage:Stage IIB, alive, 944 days 6108.3
TCGA-55-8506-01A 62 years, female, white, stage:Stage IIB, alive, 11 days 6107.4
TCGA-49-AAR0-01A 57 years, male, black or african american, stage:Stage IA, alive, 4765 days 6081.0
TCGA-50-5936-01A 58 years, male, white, stage:Stage IIIA, dead, 257 days 6079.1
TCGA-99-8025-01A 72 years, female, black or african american, stage:Stage IIIA, alive, 1060 days 6060.3
TCGA-49-AARO-01A 39 years, female, black or african american, stage:Stage IA, alive, 3759 days 6031.6
TCGA-69-7765-01A 56 years, male, black or african american, stage:'--, alive, 165 days 6010.8
TCGA-MP-A4T9-01A 54 years, female, white, stage:Stage IIIA, dead, 1265 days 6006.7
TCGA-97-8176-01A 63 years, male, white, stage:Stage IIIA, dead, 468 days 5996.8
TCGA-55-8505-01A 62 years, male, white, stage:Stage IIIA, alive, 440 days 5992.6
TCGA-55-A57B-01A 80 years, female, black or african american, stage:Stage IA, alive, 546 days 5962.6
TCGA-05-4426-01A 71 years, male, stage:Stage IB, alive, 791 days 5945.0
TCGA-55-8087-01A 59 years, female, white, stage:Stage IB, alive, 462 days 5908.7
TCGA-91-6835-01A 81 years, female, white, stage:Stage IA, alive, 79 days 5856.4
TCGA-05-4417-01A 51 years, female, stage:Stage IB, alive, 455 days 5845.4
TCGA-86-8056-01A 63 years, female, white, stage:Stage IIIA, alive, 139 days 5843.8
TCGA-L9-A443-01A 63 years, female, white, stage:Stage IA, dead, 193 days 5813.0
TCGA-69-7974-01A 54 years, female, white, stage:Stage IIIA, alive, 184 days 5808.5
TCGA-J2-8192-01A 65 years, female, white, stage:Stage IIA, alive, 739 days 5802.3
TCGA-44-6778-01A 59 years, male, black or african american, stage:Stage IA, alive, 1864 days 5796.0
TCGA-05-4402-01A 57 years, female, stage:Stage IV, dead, 244 days 5787.3
TCGA-50-5072-01A 74 years, male, white, stage:Stage IIIA, dead, 250 days 5764.0
TCGA-55-6975-01A 61 years, male, white, stage:Stage IIB, dead, 118 days 5736.0
TCGA-05-4434-01A 67 years, female, stage:Stage IV, dead, 457 days 5733.9
TCGA-55-8207-01A 73 years, male, white, stage:Stage IB, alive, 977 days 5696.2
TCGA-44-2665-01A 55 years, female, white, stage:Stage IIB, alive, 1301 days 5695.3
TCGA-05-4422-01A 68 years, male, stage:Stage IB, alive, 365 days 5694.7
TCGA-05-4425-01A 70 years, female, stage:Stage IV, alive, 669 days 5689.2
TCGA-78-8655-01A 77 years, female, stage:Stage IA, alive, 2360 days 5669.9
TCGA-38-4625-01A 66 years, female, white, stage:Stage IB, alive, 2973 days 5660.5
TCGA-05-4397-01A 65 years, male, stage:Stage IIB, dead, 731 days 5656.4
TCGA-64-1676-01A 58 years, male, white, stage:Stage IA, alive, 1728 days 5633.1
TCGA-78-7153-01A 65 years, female, white, stage:Stage IB, alive, 3635 days 5609.1
TCGA-78-7147-01A 67 years, female, white, stage:Stage IIB, dead, 586 days 5604.7
TCGA-05-4430-01A 59 years, female, stage:Stage IB, alive, 761 days 5536.0
TCGA-44-A47B-01A 79 years, male, white, stage:Stage IB, alive, 287 days 5522.4
TCGA-50-5935-01A 86 years, female, white, stage:Stage IA, dead, 653 days 5521.8
TCGA-86-8358-01A 44 years, male, white, stage:Stage IB, alive, 653 days 5520.6
TCGA-55-6543-01A 60 years, female, white, stage:Stage IA, alive, 435 days 5497.2
TCGA-99-8028-01A 50 years, female, black or african american, stage:Stage IA, alive, 1118 days 5493.5
TCGA-50-6594-01A 79 years, female, black or african american, stage:Stage IIIA, dead, 370 days 5485.5
TCGA-75-7027-01A male, stage:Stage IB, alive, 3059 days 5473.1
TCGA-78-7166-01A 84 years, male, white, stage:Stage IIB, dead, 258 days 5470.6
TCGA-73-4658-01A 80 years, female, white, stage:Stage IB, dead, 1600 days 5455.4
TCGA-35-5375-01A 61 years, male, white, stage:Stage IIIA, alive, 264 days 5444.1
TCGA-86-8075-01A 66 years, female, white, stage:Stage IB, dead, 694 days 5424.5
TCGA-55-8096-01A 67 years, female, white, stage:Stage IB, dead, 719 days 5407.4
TCGA-L9-A5IP-01A 40 years, female, black or african american, stage:Stage IV, dead, 58 days 5406.2
TCGA-55-7726-01A 72 years, female, white, stage:Stage IA, alive, 652 days 5379.3
TCGA-86-7714-01A 61 years, female, black or african american, stage:Stage IIIA, dead, 625 days 5369.6
TCGA-73-4677-01A 74 years, male, white, stage:'--, dead, 38 days 5366.5
TCGA-49-4507-01A 73 years, female, white, stage:Stage IIIA, dead, 268 days 5366.3
TCGA-67-6215-01A 52 years, female, white, stage:Stage IB, alive, 174 days 5364.9
TCGA-49-AAQV-01A 63 years, female, black or african american, stage:Stage II, dead, 677 days 5315.8
TCGA-93-7348-01A 75 years, female, white, stage:Stage IA, alive, 531 days 5297.8
TCGA-62-8394-01A 65 years, female, white, stage:Stage IIIB, dead, 139 days 5291.9
TCGA-55-7994-01A 81 years, male, white, stage:Stage IIB, alive, 603 days 5291.8
TCGA-NJ-A4YI-01A 87 years, female, white, stage:Stage IIIA, dead, 4 days 5286.5
TCGA-97-7937-01A 65 years, male, white, stage:Stage IB, alive, 564 days 5285.8
TCGA-55-8514-01A 70 years, female, black or african american, stage:Stage IB, alive, 520 days 5257.6
TCGA-55-8619-01A 72 years, female, white, stage:Stage IIB, alive, 416 days 5236.5
TCGA-49-6742-01A 70 years, male, white, stage:Stage IIA, dead, 488 days 5235.4
TCGA-62-A46Y-01A 70 years, female, white, stage:Stage IIIA, dead, 414 days 5211.2
TCGA-97-A4M2-01A 66 years, male, white, stage:Stage IA, alive, 624 days 5200.1
TCGA-44-8120-01A 58 years, male, black or african american, stage:Stage IB, alive, 260 days 5179.9
TCGA-78-7160-01A 61 years, male, white, stage:Stage IV, dead, 697 days 5176.9
TCGA-44-7662-01A 61 years, male, white, stage:Stage IB, alive, 218 days 5165.4
TCGA-55-8302-01A 54 years, male, white, stage:Stage IB, alive, 478 days 5161.5
TCGA-78-7542-01A 56 years, male, white, stage:Stage IB, dead, 321 days 5160.0
TCGA-78-7539-01A 75 years, female, white, stage:Stage IIA, alive, 791 days 5149.9
TCGA-44-3396-01A 74 years, female, white, stage:Stage IIIA, alive, 1130 days 5148.1
TCGA-78-7143-01A 62 years, female, white, stage:Stage IB, dead, 4961 days 5132.3
TCGA-55-8089-01A 56 years, male, white, stage:Stage IA, dead, 702 days 5119.7
TCGA-55-8513-01A 77 years, female, white, stage:Stage IIB, alive, 791 days 5094.8
TCGA-38-4627-01A 64 years, female, white, stage:Stage IIA, dead, 1147 days 5082.5
TCGA-4B-A93V-01A 52 years, female, black or african american, stage:Stage IA, dead, 300 days 5054.4
TCGA-55-8616-01A 58 years, female, white, stage:Stage IB, alive, 48 days 5031.9
TCGA-49-6745-01A 82 years, male, white, stage:Stage IIIA, alive, 522 days 5008.8
TCGA-71-8520-01A 60 years, female, asian, stage:Stage IB, dead, 210 days 5006.5
TCGA-49-4505-01A 61 years, female, white, stage:Stage IIB, dead, 428 days 5001.6
TCGA-55-7574-01A 64 years, female, white, stage:Stage IB, dead, 995 days 4989.6
TCGA-44-2659-01A 65 years, female, white, stage:Stage IIB, alive, 1367 days 4975.1
TCGA-95-7947-01A 67 years, male, white, stage:Stage IA, alive, 477 days 4939.0
TCGA-55-6987-01A 77 years, male, white, stage:Stage IA, alive, 2137 days 4915.4
TCGA-99-7458-01A 74 years, female, white, stage:Stage IIIA, alive, 747 days 4907.1
TCGA-44-7661-01A 69 years, female, white, stage:Stage IB, dead, 557 days 4901.2
TCGA-78-7220-01A 53 years, female, white, stage:Stage IIIA, dead, 807 days 4897.5
TCGA-73-7498-01A 58 years, female, white, stage:Stage IA, alive, 1189 days 4894.9
TCGA-95-8039-01A 72 years, male, white, stage:Stage IA, alive, 830 days 4868.0
TCGA-50-5045-01A 57 years, female, black or african american, stage:'--, dead, 2174 days 4862.4
TCGA-49-4486-01A 72 years, male, white, stage:Stage IA, dead, 2318 days 4855.1
TCGA-55-7816-01A 49 years, female, white, stage:Stage IV, dead, 468 days 4828.1
TCGA-64-5775-01A 71 years, male, white, stage:Stage IIIA, dead, 62 days 4824.7
TCGA-55-8091-01A 74 years, male, white, stage:Stage IB, alive, 600 days 4822.5
TCGA-05-4382-01A 68 years, male, stage:Stage IB, alive, 607 days 4813.8
TCGA-50-6595-01A 74 years, female, white, stage:Stage IIIA, dead, 189 days 4807.7
TCGA-49-6744-01A 64 years, female, white, stage:Stage IIA, alive, 1683 days 4768.0
TCGA-55-8205-01A 76 years, female, white, stage:Stage IIA, alive, 599 days 4749.9
TCGA-49-4488-01A 74 years, female, white, stage:Stage IA, dead, 869 days 4740.5
TCGA-86-A4D0-01A 48 years, male, white, stage:Stage IIA, dead, 116 days 4721.8
TCGA-97-8177-01A 59 years, female, white, stage:Stage IB, alive, 499 days 4712.5
TCGA-55-8090-01A 80 years, male, white, stage:Stage IA, dead, 598 days 4708.4
TCGA-44-A47G-01A 73 years, female, white, stage:Stage IA, alive, 351 days 4706.5
TCGA-55-1592-01A 65 years, male, white, stage:Stage IA, dead, 701 days 4685.9
TCGA-97-A4M1-01A 52 years, female, white, stage:Stage IA, alive, 601 days 4683.1
TCGA-78-7536-01A 69 years, male, white, stage:Stage IIIA, dead, 244 days 4677.8
TCGA-69-8253-01A 59 years, female, black or african american, stage:Stage IIA, alive, 426 days 4661.0
TCGA-MP-A5C7-01A 76 years, female, white, stage:Stage IB, alive, 2248 days 4657.1
TCGA-55-7725-01A 68 years, female, white, stage:Stage IA, alive, 442 days 4639.3
TCGA-86-8055-01A 79 years, male, white, stage:Stage IIA, dead, 124 days 4609.2
TCGA-05-4398-01A 47 years, female, stage:Stage IIIB, alive, 1431 days 4601.4
TCGA-50-5944-01A 69 years, female, white, stage:Stage IA, alive, 1750 days 4599.0
TCGA-44-8117-01A 54 years, female, white, stage:Stage IB, alive, 385 days 4598.8
TCGA-05-4405-01A 74 years, female, stage:Stage IB, alive, 610 days 4587.1
TCGA-MP-A4TK-01A 56 years, female, stage:Stage IIB, dead, 582 days 4583.9
TCGA-55-6970-01A 67 years, female, white, stage:Stage IIIA, dead, 464 days 4580.4
TCGA-97-7938-01A 76 years, female, white, stage:Stage IA, dead, 18 days 4567.1
TCGA-49-4490-01A 45 years, female, white, stage:Stage IIIA, dead, 385 days 4540.5
TCGA-91-6840-01A 59 years, female, white, stage:Stage IA, alive, 372 days 4521.3
TCGA-78-8648-01A 58 years, female, stage:Stage IIB, dead, 1209 days 4501.8
TCGA-50-5941-01A 55 years, female, white, stage:Stage IIIA, alive, 1474 days 4498.4
TCGA-55-6986-01A 74 years, female, white, stage:Stage IB, alive, 3261 days 4495.8
TCGA-44-7669-01A 59 years, male, black or african american, stage:Stage IIA, dead, 574 days 4495.7
TCGA-55-8512-01A 41 years, male, white, stage:Stage IV, dead, 607 days 4490.4
TCGA-55-7573-01A 72 years, female, white, stage:Stage IA, alive, 487 days 4487.0
TCGA-55-8614-01A 76 years, male, white, stage:Stage IB, alive, 536 days 4486.1
TCGA-38-A44F-01A 80 years, male, white, stage:Stage IB, alive, 133 days 4484.3
TCGA-71-6725-01A 48 years, female, asian, stage:Stage IB, alive, 256 days 4472.5
TCGA-50-5051-01A 42 years, female, white, stage:Stage IIIA, dead, 478 days 4461.4
TCGA-69-7980-01A 70 years, female, white, stage:Stage I, alive, 411 days 4459.6
TCGA-NJ-A55A-01A 76 years, female, white, stage:Stage IB, alive, 15 days 4430.6
TCGA-53-7626-01A 76 years, female, white, stage:Stage IIA, dead, 929 days 4424.4
TCGA-05-4432-01A 66 years, male, stage:Stage IIB, alive, 761 days 4403.0
TCGA-55-8507-01A 53 years, male, white, stage:Stage IA, alive, 418 days 4389.2
TCGA-86-A4P8-01A 59 years, female, white, stage:Stage IIIA, alive, 805 days 4377.7
TCGA-44-2661-01A 69 years, female, white, stage:Stage IA, alive, 1159 days 4377.2
TCGA-55-6979-01A 59 years, female, white, stage:Stage IIB, dead, 237 days 4362.7
TCGA-49-4514-01A 79 years, female, white, stage:Stage IA, alive, 1700 days 4352.7
TCGA-62-A46R-01A 54 years, female, white, stage:Stage IB, dead, 1725 days 4340.7
TCGA-55-A493-01A 54 years, female, white, stage:Stage IB, alive, 28 days 4338.0
TCGA-97-A4M5-01A 83 years, male, white, stage:Stage IA, alive, 634 days 4336.9
TCGA-05-4433-01A 82 years, male, stage:Stage IB, alive, 730 days 4320.6
TCGA-38-4630-01A 75 years, female, white, stage:Stage IB, dead, 1073 days 4311.4
TCGA-05-4403-01A 76 years, male, stage:Stage IB, alive, 578 days 4305.6
TCGA-62-8402-01A 73 years, female, white, stage:Stage IIIA, dead, 1498 days 4304.1
TCGA-55-7903-01A 64 years, male, white, stage:Stage IA, alive, 567 days 4303.5
TCGA-86-A4P7-01A 63 years, female, white, stage:Stage IB, alive, 415 days 4293.4
TCGA-44-7667-01A 49 years, female, white, stage:Stage IIB, alive, 1097 days 4292.7
TCGA-MP-A4TD-01A 71 years, male, white, stage:Stage IIIA, dead, 307 days 4278.0
TCGA-91-6831-01A 66 years, male, white, stage:Stage IB, alive, 310 days 4277.9
TCGA-05-4415-01A 57 years, male, stage:Stage IIIB, dead, 91 days 4266.0
TCGA-05-4427-01A 65 years, female, stage:Stage IIB, alive, 791 days 4257.8
TCGA-62-A471-01A 64 years, male, white, stage:Stage IIB, alive, 1246 days 4256.8
TCGA-50-5068-01A 59 years, female, white, stage:Stage IIB, dead, 1499 days 4243.3
TCGA-MP-A4T7-01A 75 years, female, stage:Stage IV, dead, 167 days 4219.6
TCGA-86-8280-01A 54 years, female, white, stage:Stage IIA, alive, 701 days 4218.8
TCGA-86-8673-01A 61 years, male, white, stage:Stage IB, alive, 862 days 4210.8
TCGA-49-AARN-01A 56 years, female, black or african american, stage:Stage IA, dead, 1135 days 4208.9
TCGA-78-7537-01A 72 years, male, stage:Stage IB, dead, 1622 days 4178.3
TCGA-86-A4JF-01A 56 years, male, white, stage:Stage IIB, dead, 737 days 4174.6
TCGA-44-7659-01A 70 years, male, white, stage:Stage IA, alive, 691 days 4164.5
TCGA-73-4662-01A 65 years, female, white, stage:Stage IA, alive, 2515 days 4163.4
TCGA-MP-A4SW-01A 53 years, male, white, stage:Stage IIB, dead, 1778 days 4159.3
TCGA-75-6214-01A female, stage:Stage IIIA, dead, 1115 days 4152.5
TCGA-35-4123-01A 38 years, male, white, stage:Stage IA, alive, 182 days 4131.8
TCGA-62-8399-01A 62 years, male, white, stage:Stage IIIA, alive, 2696 days 4105.2
TCGA-49-6761-01A 68 years, female, white, stage:Stage IIIA, alive, 354 days 4095.6
TCGA-75-6212-01A female, stage:Stage IIB, dead, 1516 days 4092.0
TCGA-86-8585-01A 57 years, male, white, stage:Stage IB, alive, 353 days 4086.4
TCGA-50-5066-01A 72 years, male, black or african american, stage:Stage IB, alive, 1442 days 4076.5
TCGA-69-7973-01A 42 years, female, white, stage:Stage IB, alive, 230 days 4069.0
TCGA-L4-A4E5-01A 48 years, female, white, stage:Stage I, alive, 578 days 4062.8
TCGA-55-A48Z-01A 60 years, female, white, stage:Stage IIIB, alive, 651 days 4052.9
TCGA-50-5044-01A 72 years, female, white, stage:Stage IIIB, dead, 624 days 4036.0
TCGA-86-8076-01A 42 years, male, white, stage:Stage IA, alive, 993 days 4024.7
TCGA-MN-A4N1-01A 60 years, male, black or african american, stage:Stage IIA, alive, 827 days 4020.9
TCGA-55-8299-01A 61 years, female, white, stage:Stage IA, dead, 469 days 3991.8
TCGA-64-1677-01A 77 years, female, white, stage:Stage IIIA, dead, 628 days 3990.5
TCGA-50-8459-01A 68 years, male, white, stage:Stage IIB, alive, 1119 days 3960.2
TCGA-05-4250-01A 79 years, female, stage:Stage IIIA, dead, 121 days 3959.8
TCGA-78-7149-01A 71 years, male, white, stage:Stage IIIB, alive, 3940 days 3958.9
TCGA-55-1594-01A 68 years, male, white, stage:Stage IIIA, alive, 1178 days 3949.9
TCGA-49-4501-01A 67 years, female, white, stage:Stage IB, dead, 1421 days 3944.9
TCGA-05-4418-01A 69 years, male, stage:Stage IIIA, dead, 274 days 3914.6
TCGA-91-6829-01A 78 years, male, white, stage:Stage IB, dead, 1258 days 3911.3
TCGA-MP-A4SV-01A 67 years, male, stage:Stage IB, dead, 2620 days 3900.8
TCGA-97-7547-01A 67 years, female, white, stage:Stage IB, alive, 1965 days 3899.2
TCGA-97-7546-01A 76 years, female, white, stage:Stage IA, alive, 1285 days 3883.4
TCGA-73-A9RS-01A 41 years, male, black or african american, stage:Stage IIB, dead, 340 days 3878.5
TCGA-80-5608-01A female, stage:Stage IA, alive, 2832 days 3874.6
TCGA-55-8301-01A 58 years, male, white, stage:Stage IB, alive, 534 days 3873.3
TCGA-50-8460-01A 74 years, male, white, stage:Stage IA, alive, 829 days 3871.2
TCGA-50-5049-01A 70 years, male, white, stage:Stage IA, alive, 3094 days 3863.8
TCGA-50-5932-01A 75 years, male, white, stage:Stage IIB, dead, 1235 days 3859.8
TCGA-86-8359-01A 52 years, male, white, stage:Stage IIIA, dead, 444 days 3852.0
TCGA-J2-A4AG-01A 66 years, female, white, stage:Stage IA, alive, 988 days 3839.9
TCGA-67-6216-01A 57 years, female, white, stage:Stage IA, alive, 141 days 3836.9
TCGA-78-7155-01A 68 years, male, white, stage:Stage IB, dead, 1171 days 3829.4
TCGA-97-A4M7-01A 74 years, male, white, stage:Stage IA, alive, 629 days 3828.8
TCGA-L9-A50W-01A 75 years, male, black or african american, stage:Stage IIA, dead, 442 days 3807.3
TCGA-38-7271-01A 72 years, female, white, stage:Stage IA, dead, 800 days 3795.3
TCGA-MP-A4TJ-01A 62 years, female, stage:Stage IA, dead, 339 days 3780.2
TCGA-78-7148-01A 71 years, male, white, stage:Stage IIB, dead, 626 days 3770.7
TCGA-97-8172-01A 75 years, female, white, stage:Stage IB, alive, 545 days 3761.3
TCGA-MP-A4TE-01A 56 years, male, white, stage:Stage IIA, dead, 896 days 3740.6
TCGA-91-8496-01A 63 years, female, white, stage:Stage IB, alive, 505 days 3737.5
TCGA-38-6178-01A 70 years, female, white, stage:Stage IIIA, alive, 448 days 3736.8
TCGA-62-8398-01A 55 years, male, white, stage:Stage IIIA, dead, 444 days 3734.8
TCGA-97-7941-01A 72 years, female, white, stage:Stage IA, alive, 484 days 3734.3
TCGA-55-6978-01A 81 years, male, white, stage:Stage IIA, dead, 176 days 3732.9
TCGA-44-6147-01A 67 years, female, white, stage:Stage IA, alive, 845 days 3728.9
TCGA-50-5946-01A 62 years, male, white, stage:Stage IA, alive, 1617 days 3728.8
TCGA-55-6980-01A 56 years, male, white, stage:Stage IA, alive, 2109 days 3726.2
TCGA-78-7145-01A 52 years, female, white, stage:Stage IV, dead, 826 days 3673.5
TCGA-05-4249-01A 67 years, male, stage:Stage IB, alive, 1523 days 3659.9
TCGA-53-7813-01A 51 years, female, white, stage:Stage IIIB, alive, 424 days 3649.7
TCGA-44-3918-01A 60 years, female, white, stage:Stage IA, alive, 1036 days 3648.4
TCGA-49-AARR-01A 68 years, male, black or african american, stage:Stage IA, alive, 4992 days 3647.8
TCGA-55-7227-01A 77 years, male, white, stage:Stage IIIA, dead, 952 days 3635.9
TCGA-93-A4JQ-01A 49 years, male, white, stage:Stage IA, alive, 526 days 3634.4
TCGA-L9-A444-01A 60 years, female, white, stage:Stage IA, alive, 307 days 3616.6
TCGA-55-6971-01A 59 years, female, white, stage:Stage IB, alive, 1400 days 3593.2
TCGA-O1-A52J-01A 74 years, female, white, stage:Stage IA, dead, 1798 days 3571.8
TCGA-55-7576-01A 54 years, male, black or african american, stage:Stage IB, alive, 670 days 3563.1
TCGA-55-6985-01A 58 years, female, white, stage:Stage IB, alive, 1233 days 3558.0
TCGA-NJ-A4YF-01A 50 years, female, black or african american, stage:Stage IA, alive, 2161 days 3552.5
TCGA-05-5420-01A 67 years, male, stage:Stage IIIA, alive, 457 days 3549.5
TCGA-78-7161-01A 69 years, female, white, stage:Stage IIB, dead, 291 days 3545.2
TCGA-55-7914-01A 71 years, female, white, stage:Stage IIA, dead, 187 days 3543.6
TCGA-49-4512-01A 69 years, female, white, stage:Stage IIIA, dead, 905 days 3527.2
TCGA-55-7910-01A 50 years, female, black or african american, stage:Stage IIA, alive, 1040 days 3526.1
TCGA-62-A46P-01A 65 years, male, white, stage:Stage IB, dead, 594 days 3518.5
TCGA-97-8552-01A 55 years, female, white, stage:Stage I, alive, 626 days 3503.2
TCGA-44-6148-01A 60 years, male, white, stage:Stage IA, alive, 704 days 3497.9
TCGA-78-7535-01A 45 years, male, white, stage:Stage IB, dead, 949 days 3488.6
TCGA-73-7499-01A 81 years, female, white, stage:Stage IB, dead, 1531 days 3485.4
TCGA-55-7283-01A 76 years, female, white, stage:Stage IIIA, alive, 609 days 3483.7
TCGA-97-A4LX-01A 81 years, male, white, stage:Stage IB, alive, 614 days 3480.9
TCGA-86-7701-01A 66 years, male, white, stage:Stage IV, alive, 947 days 3473.8
TCGA-86-8668-01A 61 years, female, white, stage:Stage IA, alive, 423 days 3456.5
TCGA-44-2657-01A 74 years, female, white, stage:Stage IB, alive, 1351 days 3423.9
TCGA-05-5429-01A 60 years, male, stage:Stage IIIA, dead, 275 days 3421.1
TCGA-55-8206-01A 56 years, male, white, stage:Stage IA, alive, 888 days 3413.8
TCGA-NJ-A4YP-01A 52 years, male, white, stage:Stage IB, alive, 50 days 3413.8
TCGA-50-6597-01A 79 years, female, white, stage:Stage IB, dead, 1268 days 3394.6
TCGA-97-7554-01A 83 years, female, white, stage:Stage IIIA, alive, 775 days 3378.8
TCGA-05-5423-01A 65 years, male, stage:Stage IIB, alive, 151 days 3376.7
TCGA-75-5147-01A female, stage:Stage IB, alive, 1333 days 3372.6
TCGA-55-A491-01A 81 years, female, white, stage:Stage IA, alive, 626 days 3364.5
TCGA-67-6217-01A 73 years, female, white, stage:Stage IIA, alive, 422 days 3359.9
TCGA-62-8397-01A 70 years, female, white, stage:Stage IIB, alive, 1289 days 3355.1
TCGA-J2-A4AE-01A 77 years, female, white, stage:Stage IA, alive, 1079 days 3346.5
TCGA-55-A48X-01A 63 years, female, white, stage:Stage IIA, alive, 689 days 3343.6
TCGA-99-AA5R-01A 70 years, female, black or african american, stage:Stage IA, alive, 658 days 3335.7
TCGA-83-5908-01A 59 years, female, white, stage:Stage IA, alive, 824 days 3333.4
TCGA-67-3772-01A 82 years, female, white, stage:Stage IB, alive, 573 days 3323.1
TCGA-49-4487-01A 72 years, female, white, stage:Stage IA, dead, 855 days 3311.5
TCGA-50-7109-01A 60 years, male, white, stage:Stage IA, dead, 308 days 3306.2
TCGA-05-4420-01A 41 years, male, stage:Stage IB, alive, 912 days 3297.4
TCGA-49-4506-01A 68 years, female, white, stage:Stage IIB, dead, 999 days 3281.5
TCGA-L9-A743-01A 56 years, male, black or african american, stage:Stage IIA, alive, 664 days 3279.3
TCGA-91-7771-01A 62 years, male, white, stage:Stage IIB, alive, 492 days 3269.9
TCGA-55-6983-01A 81 years, male, white, stage:Stage IIB, alive, 2823 days 3259.1
TCGA-78-8662-01A 53 years, female, stage:Stage IB, dead, 3361 days 3255.9
TCGA-44-8119-01A 73 years, male, white, stage:Stage IIB, alive, 285 days 3247.8
TCGA-64-5781-01A 55 years, female, white, stage:Stage IB, alive, 1559 days 3247.4
TCGA-50-6673-01A 84 years, female, white, stage:Stage I, dead, 22 days 3221.1
TCGA-49-AAR4-01A 51 years, male, black or african american, stage:Stage IIIA, dead, 879 days 3208.1
TCGA-44-6774-01A 56 years, female, white, stage:Stage IIIA, alive, 658 days 3163.9
TCGA-55-8097-01A 60 years, female, white, stage:Stage IA, alive, 476 days 3151.4
TCGA-55-8203-01A 69 years, female, white, stage:Stage IA, alive, 547 days 3150.8
TCGA-50-5055-01A 79 years, female, white, stage:Stage IIA, dead, 1830 days 3125.0
TCGA-MP-A4T4-01A 68 years, female, white, stage:Stage IIB, dead, 2617 days 3122.8
TCGA-MP-A4TF-01A 58 years, female, white, stage:Stage IIA, dead, 336 days 3116.6
TCGA-91-8497-01A 75 years, female, white, stage:Stage IA, dead, 434 days 3108.4
TCGA-55-7907-01A 77 years, male, white, stage:Stage IIA, dead, 343 days 3079.2
TCGA-MN-A4N5-01A 63 years, male, white, stage:Stage IA, alive, 84 days 3076.2
TCGA-50-5931-01A 75 years, female, white, stage:Stage IB, dead, 434 days 3059.2
TCGA-05-5425-01A 68 years, male, stage:Stage IIB, alive, 882 days 3058.1
TCGA-69-7764-01A 75 years, male, white, stage:Stage IA, alive, 414 days 3036.4
TCGA-35-4122-01A 69 years, male, white, stage:Stage IA, alive, 225 days 3017.9
TCGA-NJ-A55O-01A 56 years, female, white, stage:Stage IIA, alive, 13 days 3004.8
TCGA-75-7025-01A male, stage:Stage IB, alive, 3305 days 3003.2
TCGA-50-5930-01A 47 years, male, white, stage:Stage IIIA, dead, 282 days 2994.2
TCGA-44-7672-01A 52 years, female, white, stage:Stage IA, alive, 719 days 2985.8
TCGA-44-6775-01A 72 years, female, white, stage:Stage IB, alive, 705 days 2959.2
TCGA-86-6851-01A 73 years, female, white, stage:Stage IIA, alive, 179 days 2957.1
TCGA-64-1678-01A 70 years, female, white, stage:'--, alive, 1189 days 2943.2
TCGA-75-5125-01A male, stage:Stage IIB, dead, 2027 days 2941.8
TCGA-95-7567-01A 61 years, male, white, stage:Stage IIB, alive, 568 days 2940.6
TCGA-91-6847-01A 62 years, female, white, stage:Stage IB, alive, 842 days 2931.9
TCGA-05-5428-01A 57 years, male, stage:Stage IIA, alive, 670 days 2931.1
TCGA-55-6984-01A 71 years, female, white, stage:Stage IIB, dead, 760 days 2928.5
TCGA-55-A4DG-01A 71 years, male, white, stage:Stage IA, alive, 608 days 2914.6
TCGA-64-5778-01A 60 years, male, white, stage:Stage IB, alive, 1305 days 2913.1
TCGA-69-8254-01A 85 years, male, white, stage:'--, alive, 409 days 2898.6
TCGA-55-A494-01A 61 years, female, white, stage:Stage IB, alive, 481 days 2883.0
TCGA-91-8499-01A 76 years, female, white, stage:Stage IA, alive, 36 days 2865.4
TCGA-05-4396-01A 76 years, male, stage:Stage IIIB, dead, 303 days 2852.9
TCGA-78-7540-01A 66 years, female, white, stage:Stage IB, dead, 1197 days 2843.1
TCGA-97-A4M0-01A 60 years, female, white, stage:Stage IB, alive, 652 days 2835.0
TCGA-95-A4VK-01A 74 years, female, white, stage:Stage IIIA, alive, 651 days 2768.6
TCGA-MP-A4TH-01A 70 years, female, white, stage:Stage IA, alive, 741 days 2766.3
TCGA-55-8204-01A 87 years, female, white, stage:Stage IB, alive, 515 days 2743.7
TCGA-62-A46S-01A 73 years, male, white, stage:Stage IB, dead, 1653 days 2742.4
TCGA-86-8669-01A 64 years, male, white, stage:Stage IA, alive, 938 days 2742.3
TCGA-69-7760-01A 73 years, male, white, stage:Stage IIB, alive, 202 days 2728.1
TCGA-91-6848-01A 59 years, male, white, stage:Stage IIIA, alive, 224 days 2715.4
TCGA-S2-AA1A-01A 68 years, female, black or african american, stage:Stage IA, alive, 513 days 2701.5
TCGA-L9-A8F4-01A 64 years, female, black or african american, stage:Stage IB, alive, 476 days 2693.1
TCGA-NJ-A7XG-01A 49 years, male, black or african american, stage:Stage IIIA, alive, 617 days 2684.3
TCGA-50-5942-01A 67 years, female, white, stage:Stage IA, alive, 1847 days 2676.9
TCGA-05-4390-01A 58 years, female, stage:Stage IB, alive, 1126 days 2660.3
TCGA-44-A4SU-01A 67 years, female, white, stage:Stage IA, dead, 409 days 2639.0
TCGA-69-8255-01A 71 years, male, white, stage:Stage IA, alive, 129 days 2634.1
TCGA-95-A4VP-01A 66 years, female, white, stage:Stage IIIA, alive, 605 days 2633.4
TCGA-64-1680-01A 63 years, male, white, stage:Stage IV, alive, 1126 days 2622.5
TCGA-38-4632-01A 42 years, male, black or african american, stage:Stage IV, dead, 1357 days 2614.9
TCGA-93-A4JN-01A 71 years, male, white, stage:Stage IV, alive, 718 days 2611.7
TCGA-69-7763-01A 69 years, male, white, stage:Stage IA, alive, 690 days 2603.9
TCGA-55-8615-01A 67 years, male, white, stage:Stage IIIA, alive, 446 days 2593.3
TCGA-97-8171-01A 81 years, male, asian, stage:Stage IV, alive, 568 days 2583.9
TCGA-55-8094-01A 51 years, male, white, stage:Stage IV, alive, 541 days 2575.9
TCGA-44-5643-01A 53 years, male, black or african american, stage:Stage IIIA, alive, 1013 days 2561.5
TCGA-97-7552-01A 70 years, male, white, stage:Stage IB, alive, 1932 days 2542.1
TCGA-78-7158-01A 59 years, female, white, stage:Stage IIIB, dead, 179 days 2521.9
TCGA-MP-A4T8-01A 68 years, male, stage:Stage IIIA, dead, 161 days 2493.1
TCGA-64-5774-01A 60 years, male, white, stage:Stage IB, alive, 2676 days 2474.1
TCGA-55-8508-01A 60 years, female, black or african american, stage:Stage IIA, alive, 617 days 2467.1
TCGA-49-AAR2-01A 64 years, male, black or african american, stage:Stage IB, alive, 2224 days 2440.2
TCGA-44-A479-01A 73 years, female, black or african american, stage:Stage IB, alive, 486 days 2428.8
TCGA-L9-A7SV-01A 69 years, male, black or african american, stage:Stage IIA, alive, 565 days 2412.6
TCGA-55-1596-01A 55 years, male, asian, stage:Stage IIB, alive, 2065 days 2399.8
TCGA-78-7159-01A 60 years, female, white, stage:Stage IA, alive, 1974 days 2346.2
TCGA-86-8054-01A 61 years, male, white, stage:Stage IIB, alive, 1148 days 2323.4
TCGA-99-8032-01A 61 years, male, white, stage:Stage IA, alive, 44 days 2319.7
TCGA-44-2666-01A 43 years, male, white, stage:Stage IB, dead, 97 days 2311.5
TCGA-50-8457-01A 63 years, female, black or african american, stage:Stage IA, alive, 1125 days 2274.5
TCGA-50-6591-01A 63 years, female, white, stage:Stage IV, dead, 119 days 2255.7
TCGA-95-7944-01A 71 years, male, white, stage:Stage IA, alive, 377 days 2230.6
TCGA-69-7761-01A 84 years, male, white, stage:Stage IB, alive, 186 days 2168.1
TCGA-44-5644-01A 51 years, female, white, stage:Stage IB, alive, 863 days 2032.5
TCGA-64-5779-01A 61 years, male, white, stage:Stage IIIA, alive, 864 days 1909.8
TCGA-55-6642-01A 63 years, male, white, stage:Stage IB, alive, 2449 days 1861.8
TCGA-62-A46O-01A 65 years, female, white, stage:Stage IB, dead, 1454 days 1852.0
TCGA-86-7713-01A 70 years, male, white, stage:Stage IIA, alive, 1157 days 1847.1
TCGA-49-4510-01A 51 years, female, black or african american, stage:Stage IIB, dead, 896 days 1616.1
TCGA-44-5645-01A 61 years, female, black or african american, stage:Stage IA, alive, 852 days 1480.0
TCGA-91-A4BC-01A 59 years, male, white, stage:Stage IIA, alive, 44 days 1445.0
TCGA-44-3917-01A 33 years, female, white, stage:Stage IB, alive, 1183 days 1351.2
TCGA-55-8092-01A 75 years, male, white, stage:Stage IIB, dead, 154 days 1318.7
TCGA-44-6146-01A 64 years, male, white, stage:Stage IIB, alive, 728 days 1097.0
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.

FTH1 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.

: 5287.28
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 5043.0
Number of samples 105
Samples
Sample Description pTPM
L728 77 years, male, stage:Stage IIB, dead, 1128 days 15570.4
L828 68 years, female, stage:Stage IIB, alive, 2222 days 9696.2
L850 77 years, male, stage:Stage IIIA, dead, 997 days 9645.2
L682 64 years, female, stage:Stage IIB, dead, 840 days 7697.2
L766 59 years, male, stage:Stage IB, alive, 1793 days 7695.3
L620 70 years, female, stage:Stage IIIA, dead, 338 days 7650.8
L890 56 years, female, stage:Stage IIB, dead, 1264 days 7446.0
L616 54 years, male, stage:Stage IA, dead, 410 days 7395.6
L871 74 years, male, stage:Stage IB, dead, 873 days 7190.7
L493 56 years, female, stage:Stage IIB, alive, 2945 days 7015.1
L738 74 years, female, stage:Stage IB, dead, 1314 days 6815.4
L865 75 years, female, stage:Stage IIB, alive, 1927 days 6810.6
L557 81 years, female, stage:Stage IB, alive, 2580 days 6781.5
L800 66 years, female, stage:Stage IA, dead, 2417 days 6677.1
L802 62 years, female, stage:Stage IA, dead, 773 days 6643.4
L473 66 years, female, stage:Stage IA, alive, 3021 days 6570.0
L569 76 years, female, stage:Stage IA, alive, 2531 days 6551.1
L551 62 years, male, stage:Stage IA, alive, 2924 days 6470.9
L617 68 years, male, stage:Stage IIIA, dead, 238 days 6465.1
L565 59 years, female, stage:Stage IB, dead, 543 days 6225.1
L413 72 years, female, stage:Stage IIIA, dead, 313 days 6019.6
L530 76 years, female, stage:Stage IIA, dead, 308 days 5976.9
L867 62 years, female, stage:Stage IIIA, dead, 317 days 5910.7
L458 76 years, female, stage:Stage IA, dead, 223 days 5881.4
L566 58 years, male, stage:Stage IB, alive, 2489 days 5827.0
L875 69 years, female, stage:Stage IA, alive, 1675 days 5826.3
L808 48 years, female, stage:Stage IA, alive, 3001 days 5776.5
L626 76 years, female, stage:Stage IA, dead, 1994 days 5710.9
L541 70 years, female, stage:Stage IIIA, dead, 915 days 5613.4
L678 65 years, female, stage:Stage IB, dead, 1114 days 5570.0
L703 71 years, male, stage:Stage IIA, dead, 1137 days 5499.5
L826 45 years, female, stage:Stage IV, dead, 935 days 5470.5
L873 62 years, female, stage:Stage IA, alive, 1740 days 5466.5
L695 68 years, female, stage:Stage IB, dead, 1762 days 5443.1
L688 57 years, male, stage:Stage IIIA, dead, 789 days 5383.4
L630 65 years, female, stage:Stage IA, dead, 1733 days 5364.0
L673 74 years, female, stage:Stage IA, dead, 568 days 5361.2
L601 75 years, male, stage:Stage IB, dead, 2068 days 5352.0
L531 74 years, male, stage:Stage IB, dead, 928 days 5346.4
L773 64 years, female, stage:Stage IV, dead, 311 days 5344.7
L621 79 years, female, stage:Stage IIIA, dead, 1487 days 5287.5
L689 69 years, male, stage:Stage IA, alive, 1943 days 5287.1
L752 65 years, male, stage:Stage IIIA, alive, 1647 days 5277.7
L885 62 years, female, stage:Stage IA, alive, 1618 days 5251.5
L567 83 years, female, stage:Stage IIIA, dead, 1299 days 5237.4
L400 78 years, male, stage:Stage IIA, dead, 1233 days 5192.9
L638 65 years, male, stage:Stage IA, alive, 2076 days 5171.1
L599 80 years, male, stage:Stage IB, dead, 2083 days 5133.6
L872 71 years, female, stage:Stage IA, alive, 1793 days 5122.8
L877 70 years, female, stage:Stage IA, alive, 1599 days 5106.7
L778 65 years, female, stage:Stage IA, alive, 1600 days 5006.2
L656 58 years, male, stage:Stage IA, alive, 2227 days 4969.5
L404 74 years, female, stage:Stage IIA, dead, 2318 days 4905.2
L810 64 years, female, stage:Stage IIIA, dead, 625 days 4882.2
L613 72 years, male, stage:Stage IIIA, dead, 19 days 4784.2
L663 62 years, female, stage:Stage IB, alive, 2018 days 4761.9
L511 56 years, female, stage:Stage IIIA, alive, 2942 days 4742.7
L683 77 years, female, stage:Stage IIA, dead, 612 days 4716.7
L832 65 years, female, stage:Stage IA, alive, 2145 days 4651.4
L546 57 years, male, stage:Stage IA, dead, 973 days 4636.8
L462 67 years, male, stage:Stage IIIA, dead, 568 days 4577.3
L827 70 years, male, stage:Stage IIB, dead, 1105 days 4473.9
L816 73 years, female, stage:Stage IIA, dead, 353 days 4403.7
L561 62 years, female, stage:Stage IA, alive, 2543 days 4401.0
L782 73 years, female, stage:Stage IIB, alive, 3371 days 4382.5
L879 75 years, male, stage:Stage IV, dead, 873 days 4340.3
L603 70 years, female, stage:Stage IB, dead, 972 days 4328.8
L662 66 years, male, stage:Stage IA, dead, 865 days 4247.5
L545 60 years, female, stage:Stage IA, alive, 2874 days 4211.9
L602 69 years, female, stage:Stage IA, alive, 2277 days 4191.1
L593 78 years, male, stage:Stage IA, dead, 2436 days 4153.8
L455 52 years, female, stage:Stage IA, alive, 3315 days 4122.4
L440 80 years, male, stage:Stage IIB, dead, 651 days 4115.9
L439 80 years, male, stage:Stage IIB, dead, 2773 days 4112.6
L735 75 years, female, stage:Stage IA, alive, 1830 days 4074.0
L838 71 years, female, stage:Stage IA, dead, 1005 days 4043.8
L829 76 years, male, stage:Stage IA, alive, 2173 days 4002.7
L605 74 years, female, stage:Stage IA, alive, 2460 days 3996.8
L768 60 years, male, stage:Stage IIIA, dead, 472 days 3995.4
L887 77 years, male, stage:Stage IA, dead, 374 days 3899.6
L874 56 years, female, stage:Stage IIIA, alive, 1733 days 3883.8
L746 64 years, female, stage:Stage IIIA, dead, 594 days 3852.7
L585 70 years, female, stage:Stage IIA, dead, 402 days 3821.2
L851 70 years, male, stage:Stage IB, dead, 1315 days 3728.8
L543 65 years, male, stage:Stage IA, alive, 2711 days 3716.4
L764 66 years, male, stage:Stage IIIA, alive, 1684 days 3678.5
L532 69 years, female, stage:Stage IA, dead, 301 days 3675.6
L831 62 years, female, stage:Stage IB, alive, 2152 days 3647.2
L731 59 years, female, stage:Stage IA, dead, 964 days 3516.9
L791 66 years, female, stage:Stage IIIA, dead, 368 days 3494.4
L596 74 years, female, stage:Stage IA, alive, 2319 days 3471.5
L446 71 years, female, stage:Stage IIB, dead, 415 days 3459.1
L619 68 years, female, stage:Stage IIIA, dead, 1905 days 3386.6
L607 59 years, male, stage:Stage IB, alive, 2572 days 3260.7
L484 64 years, female, stage:Stage IA, alive, 2895 days 3235.7
L606 55 years, male, stage:Stage IA, alive, 2336 days 3195.3
L504 65 years, female, stage:Stage IA, dead, 1295 days 3078.9
L880 75 years, female, stage:Stage IA, alive, 1767 days 2968.6
L842 62 years, female, stage:Stage IB, alive, 2005 days 2961.2
L401 74 years, male, stage:Stage IIIA, dead, 1888 days 2735.0
L725 64 years, female, stage:Stage IA, alive, 1830 days 2682.3
L710 72 years, female, stage:Stage IIA, alive, 1775 days 2273.3
L612 80 years, female, stage:Stage IIIA, alive, 2410 days 2244.7
L749 49 years, female, stage:Stage IIIA, dead, 189 days 2178.5
L814 73 years, male, stage:Stage IIIA, alive, 2466 days 2014.0
Show allShow less
LUNG SQUAMOUS CELL CARCINOMA (TCGA) - Interactive survival scatter ploti

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

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

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

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

& Survival analysisi

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

FTH1 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.

: 4132.25
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 5878.2
Number of samples 489
Samples
Sample Description pTPM
TCGA-37-4133-01A 63 years, male, white, stage:Stage IIIA, alive, 238 days 22007.4
TCGA-33-4566-01A 40 years, male, white, stage:Stage IB, dead, 5287 days 21946.4
TCGA-39-5011-01A 70 years, female, white, stage:Stage IA, alive, 4053 days 19618.8
TCGA-18-5592-01A 57 years, male, stage:Stage IIB, alive, 1519 days 19226.0
TCGA-22-4591-01A 80 years, male, white, stage:Stage IIIA, dead, 623 days 19134.8
TCGA-33-6738-01A 80 years, male, white, stage:Stage IIIA, alive, 1927 days 18834.1
TCGA-O2-A52Q-01A 44 years, female, white, stage:Stage III, dead, 113 days 18178.9
TCGA-52-7812-01A 68 years, male, white, stage:'--, dead, 835 days 17628.7
TCGA-21-1075-01A 57 years, male, white, stage:Stage IIB, alive, 2134 days 16750.7
TCGA-66-2783-01A 67 years, male, stage:Stage IIIB, alive, 759 days 16633.7
TCGA-85-8070-01A 71 years, male, white, stage:Stage IB, alive, 960 days 15274.0
TCGA-58-A46K-01A 59 years, male, white, stage:Stage IIIA, dead, 1045 days 14741.5
TCGA-94-7557-01A 73 years, male, black or african american, stage:Stage IB, dead, 5 days 14662.0
TCGA-46-3769-01A 57 years, male, white, stage:'--, alive, 135 days 14568.7
TCGA-58-8393-01A 68 years, female, white, stage:Stage IB, alive, 1058 days 14436.1
TCGA-33-4586-01A 57 years, male, white, stage:Stage IIIA, dead, 428 days 13963.8
TCGA-77-8153-01A 77 years, female, stage:Stage IB, alive, 1992 days 13607.8
TCGA-18-3415-01A 77 years, male, stage:Stage IB, dead, 2803 days 12634.2
TCGA-77-7141-01A 64 years, male, white, stage:Stage IB, alive, 15 days 12281.6
TCGA-94-7943-01A 80 years, male, white, stage:Stage IA, alive, 559 days 12190.8
TCGA-22-5483-01A 74 years, male, white, stage:Stage IIA, dead, 573 days 12079.4
TCGA-33-AAS8-01A 59 years, female, black or african american, stage:Stage IA, dead, 1114 days 12056.7
TCGA-85-A4CN-01A 56 years, female, white, stage:Stage IIB, alive, 1038 days 11980.2
TCGA-33-AASB-01A 66 years, male, black or african american, stage:Stage IB, dead, 211 days 11932.4
TCGA-21-1071-01A 67 years, male, white, stage:Stage IB, dead, 1426 days 11857.5
TCGA-39-5036-01A 73 years, male, white, stage:Stage IB, alive, 2165 days 11856.9
TCGA-34-5236-01A 60 years, male, white, stage:Stage IIB, dead, 276 days 11275.4
TCGA-66-2773-01A 69 years, male, stage:Stage IB, dead, 92 days 11046.4
TCGA-18-3421-01A 65 years, male, white, stage:Stage IB, alive, 2645 days 10821.1
TCGA-92-8063-01A 52 years, male, white, stage:Stage IIIA, alive, 122 days 10789.7
TCGA-22-5485-01A 58 years, female, white, stage:Stage IA, dead, 916 days 10705.5
TCGA-66-2727-01A 55 years, female, stage:Stage IB, dead, 516 days 10577.5
TCGA-70-6723-01A 65 years, male, asian, stage:Stage IIA, alive, 375 days 10507.6
TCGA-60-2706-01A 58 years, male, white, stage:Stage IA, alive, 2820 days 10404.2
TCGA-46-6025-01A 71 years, male, white, stage:Stage IIB, alive, 324 days 10387.0
TCGA-66-2755-01A 63 years, male, stage:Stage IB, alive, 28 days 10299.3
TCGA-52-7622-01A 62 years, female, white, stage:Stage IA, alive, 862 days 10273.0
TCGA-34-5929-01A 78 years, female, white, stage:Stage IB, dead, 151 days 10213.9
TCGA-66-2777-01A 71 years, male, stage:Stage IB, alive, 61 days 10152.5
TCGA-22-5479-01A 64 years, male, white, stage:Stage IB, dead, 2625 days 10138.5
TCGA-92-7341-01A 71 years, male, white, stage:Stage IB, alive, 106 days 10126.8
TCGA-43-2578-01A 59 years, female, white, stage:Stage IA, dead, 684 days 10119.5
TCGA-22-1012-01A 80 years, female, white, stage:Stage IB, dead, 429 days 10093.3
TCGA-21-1079-01A 71 years, male, white, stage:Stage IIIA, dead, 965 days 10006.4
TCGA-66-2787-01A 57 years, male, stage:Stage IA, alive, 1217 days 9862.0
TCGA-85-8052-01A 53 years, male, white, stage:Stage IIB, alive, 734 days 9829.9
TCGA-60-2723-01A 74 years, female, white, stage:Stage IB, alive, 1092 days 9806.7
TCGA-LA-A446-01A 68 years, male, white, stage:Stage IA, alive, 401 days 9730.7
TCGA-90-7964-01A 70 years, male, white, stage:Stage IB, alive, 428 days 9689.6
TCGA-43-2576-01A 62 years, female, white, stage:Stage IIIA, alive, 1223 days 9672.0
TCGA-94-8491-01A 73 years, male, white, stage:Stage IIA, alive, 810 days 9533.2
TCGA-O2-A52S-01A 57 years, female, white, stage:Stage III, dead, 387 days 9463.4
TCGA-77-6845-01A 69 years, male, white, stage:Stage IIB, dead, 708 days 9341.2
TCGA-98-A53J-01A 77 years, male, white, stage:Stage IB, alive, 630 days 9292.4
TCGA-56-A5DR-01A 81 years, male, white, stage:Stage IA, alive, 4 days 9234.3
TCGA-33-4532-01A 68 years, male, white, stage:Stage IB, dead, 3924 days 9157.7
TCGA-33-4538-01A 66 years, male, white, stage:Stage IIIA, dead, 2979 days 9071.9
TCGA-43-5668-01A 78 years, male, white, stage:Stage IIA, dead, 559 days 9055.7
TCGA-98-A539-01A 63 years, male, white, stage:Stage IIB, alive, 173 days 8921.1
TCGA-85-8481-01A 70 years, male, white, stage:Stage IIB, dead, 236 days 8876.5
TCGA-85-A50Z-01A 57 years, male, white, stage:Stage IIA, alive, 493 days 8868.9
TCGA-22-4595-01A 57 years, male, white, stage:Stage IIIA, dead, 734 days 8759.0
TCGA-51-4081-01A 55 years, male, white, stage:Stage IIB, alive, 911 days 8758.3
TCGA-77-A5G1-01A 75 years, male, stage:Stage IIIA, alive, 4026 days 8588.3
TCGA-68-7756-01A 84 years, male, white, stage:Stage IIIA, alive, 202 days 8576.8
TCGA-37-3792-01A 69 years, male, white, stage:Stage IB, alive, 12 days 8564.3
TCGA-60-2709-01A 69 years, male, black or african american, stage:Stage IB, alive, 1505 days 8493.2
TCGA-96-8169-01A 67 years, female, white, stage:Stage IA, alive, 557 days 8492.6
TCGA-77-6843-01A 74 years, male, white, stage:Stage IIA, dead, 2224 days 8368.3
TCGA-85-6798-01A 57 years, male, white, stage:Stage IIIA, dead, 195 days 8354.2
TCGA-33-AASD-01A 83 years, male, black or african american, stage:Stage IA, dead, 2249 days 8353.3
TCGA-21-1072-01A 75 years, male, white, stage:Stage IB, alive, 3016 days 8344.3
TCGA-18-3408-01A 77 years, female, white, stage:Stage IB, dead, 2304 days 8319.7
TCGA-18-3409-01A 74 years, male, white, stage:Stage IA, alive, 3747 days 8307.4
TCGA-51-6867-01A 72 years, female, white, stage:Stage I, dead, 1856 days 8306.0
TCGA-85-7698-01A 48 years, male, white, stage:Stage IA, alive, 952 days 8284.7
TCGA-56-5898-01A 69 years, male, white, stage:Stage IA, alive, 555 days 8283.2
TCGA-NC-A5HJ-01A 59 years, male, white, stage:Stage IIB, dead, 418 days 8273.8
TCGA-22-4599-01A 73 years, female, white, stage:Stage IB, dead, 1161 days 8250.4
TCGA-66-2800-01A 70 years, male, stage:Stage IIIB, alive, 1492 days 8220.3
TCGA-NC-A5HL-01A 73 years, male, white, stage:Stage IIA, dead, 88 days 8178.6
TCGA-56-7730-01A 73 years, male, white, stage:Stage IIA, dead, 198 days 8159.6
TCGA-60-2698-01A 62 years, male, white, stage:Stage IIB, dead, 311 days 8154.3
TCGA-77-7140-01A 69 years, female, white, stage:Stage IIB, dead, 632 days 8149.2
TCGA-21-1083-01A 75 years, male, white, stage:Stage IA, dead, 1315 days 8148.8
TCGA-33-A4WN-01A 60 years, male, white, stage:Stage IB, dead, 143 days 8138.8
TCGA-77-8150-01A 64 years, male, stage:Stage IIIA, dead, 1655 days 8123.3
TCGA-85-8666-01A 65 years, male, white, stage:Stage IB, dead, 687 days 8100.8
TCGA-18-4086-01A 64 years, male, stage:Stage IB, dead, 85 days 8096.3
TCGA-77-8156-01A 60 years, male, stage:Stage IB, alive, 1106 days 8046.1
TCGA-85-7950-01A 46 years, male, white, stage:Stage IB, alive, 576 days 8019.5
TCGA-L3-A524-01A 45 years, female, white, stage:Stage IIB, dead, 490 days 7999.9
TCGA-85-8071-01A 52 years, male, white, stage:Stage IIA, alive, 815 days 7943.7
TCGA-22-5473-01A 78 years, male, white, stage:'--, dead, 1933 days 7936.4
TCGA-22-5477-01A 65 years, male, white, stage:Stage IA, dead, 1346 days 7934.4
TCGA-63-A5MY-01A 63 years, male, stage:Stage IA, alive, 1052 days 7932.6
TCGA-22-5482-01A 81 years, male, white, stage:Stage IB, dead, 357 days 7901.6
TCGA-66-2792-01A 58 years, male, stage:Stage IIB, alive, 913 days 7885.0
TCGA-46-3768-01A 58 years, male, white, stage:Stage IIIA, dead, 299 days 7862.0
TCGA-63-A5ML-01A 68 years, male, stage:Stage IB, alive, 1386 days 7834.6
TCGA-85-8355-01A 63 years, male, white, stage:Stage IA, alive, 61 days 7812.7
TCGA-66-2795-01A 68 years, male, stage:Stage IIIB, alive, 122 days 7808.1
TCGA-18-4721-01A 74 years, male, white, stage:Stage IA, alive, 4694 days 7767.4
TCGA-NC-A5HR-01A 75 years, female, white, stage:Stage IIA, alive, 1244 days 7705.1
TCGA-18-3411-01A 63 years, female, stage:Stage IIIA, alive, 3576 days 7683.7
TCGA-77-8007-01A 68 years, male, stage:Stage IIB, dead, 198 days 7681.4
TCGA-60-2722-01A 66 years, male, white, stage:Stage IIB, alive, 908 days 7610.7
TCGA-85-7844-01A 71 years, male, white, stage:Stage IB, alive, 911 days 7601.6
TCGA-77-8130-01A 69 years, male, stage:Stage IIB, alive, 4765 days 7598.5
TCGA-43-2581-01A 47 years, female, white, stage:Stage IIIA, alive, 1176 days 7570.3
TCGA-43-6770-01A 59 years, female, black or african american, stage:Stage IB, alive, 653 days 7548.1
TCGA-60-2720-01A 60 years, female, white, stage:Stage IB, alive, 97 days 7510.8
TCGA-34-5928-01A 83 years, female, white, stage:Stage IIB, alive, 1196 days 7484.1
TCGA-56-8082-01A 80 years, female, white, stage:Stage IIA, alive, 455 days 7481.7
TCGA-39-5037-01A 65 years, male, white, stage:Stage IIA, alive, 1690 days 7455.1
TCGA-43-6143-01A 70 years, male, white, stage:Stage IB, alive, 699 days 7447.4
TCGA-56-8201-01A 74 years, male, white, stage:Stage IIB, dead, 397 days 7444.5
TCGA-63-A5MJ-01A 54 years, male, stage:Stage IIB, alive, 1824 days 7396.9
TCGA-MF-A522-01A 54 years, male, white, stage:Stage IB, dead, 360 days 7350.6
TCGA-56-7822-01A 75 years, male, black or african american, stage:Stage IIB, dead, 532 days 7343.7
TCGA-21-1076-01A 54 years, female, white, stage:Stage IB, alive, 1852 days 7335.2
TCGA-66-2789-01A 73 years, male, stage:Stage IIIB, dead, 123 days 7331.5
TCGA-77-7463-01A 75 years, male, white, stage:Stage IB, dead, 1423 days 7297.3
TCGA-43-5670-01A 70 years, male, white, stage:Stage IIA, alive, 849 days 7221.8
TCGA-22-5474-01A 74 years, male, white, stage:Stage IB, dead, 445 days 7205.5
TCGA-60-2696-01A 76 years, female, black or african american, stage:Stage IIA, dead, 109 days 7166.2
TCGA-60-2713-01A 64 years, male, white, stage:Stage IB, alive, 1731 days 7113.8
TCGA-66-2794-01A 64 years, male, stage:Stage IIIB, alive, 1645 days 7082.2
TCGA-22-1016-01A 65 years, male, white, stage:Stage IB, dead, 822 days 7017.8
TCGA-51-4079-01A 73 years, female, black or african american, stage:Stage IB, dead, 12 days 7010.4
TCGA-56-A62T-01A 78 years, male, black or african american, stage:Stage IIA, alive, 440 days 6994.8
TCGA-77-8146-01A 72 years, male, stage:Stage IA, alive, 3189 days 6982.3
TCGA-56-8305-01A 72 years, male, white, stage:Stage IB, alive, 105 days 6978.4
TCGA-39-5029-01A 67 years, male, white, stage:Stage IIIA, dead, 740 days 6975.6
TCGA-NC-A5HK-01A 58 years, female, white, stage:Stage IIB, alive, 128 days 6959.0
TCGA-22-4605-01A 78 years, female, stage:Stage IB, dead, 974 days 6939.4
TCGA-39-5016-01A 44 years, male, white, stage:Stage IIA, alive, 3850 days 6927.1
TCGA-56-7582-01A 83 years, male, white, stage:Stage IB, alive, 601 days 6891.6
TCGA-18-5595-01A 50 years, male, stage:Stage IB, dead, 827 days 6869.6
TCGA-22-4593-01A 77 years, male, white, stage:Stage IIA, dead, 1067 days 6842.3
TCGA-98-A53B-01A 69 years, male, white, stage:Stage IB, dead, 61 days 6837.7
TCGA-39-5034-01A 73 years, female, white, stage:Stage IIB, dead, 1107 days 6821.5
TCGA-34-2608-01A 84 years, male, white, stage:Stage IB, dead, 1000 days 6821.5
TCGA-63-A5MN-01A 78 years, female, stage:Stage IIB, dead, 345 days 6788.5
TCGA-34-2596-01A 70 years, male, white, stage:Stage IIB, dead, 80 days 6780.0
TCGA-58-8390-01A 70 years, male, white, stage:Stage IIA, alive, 911 days 6748.2
TCGA-33-4583-01A 73 years, male, white, stage:Stage IA, dead, 4601 days 6745.3
TCGA-63-6202-01A male, stage:Stage IIA, alive, 1602 days 6740.8
TCGA-66-2766-01A 54 years, male, stage:Stage IIIA, alive, 31 days 6657.6
TCGA-21-A5DI-01A 77 years, male, white, stage:Stage IA, alive, 979 days 6654.8
TCGA-94-7033-01A 73 years, male, white, stage:Stage IB, alive, 640 days 6579.8
TCGA-39-5021-01A 70 years, male, white, stage:Stage IB, dead, 2086 days 6574.1
TCGA-46-3765-01A 59 years, female, white, stage:Stage IA, alive, 405 days 6561.8
TCGA-98-A53A-01A 70 years, male, black or african american, stage:Stage IB, dead, 552 days 6431.7
TCGA-66-2753-01A 69 years, male, stage:Stage IB, alive, 31 days 6430.3
TCGA-34-8456-01A 71 years, female, white, stage:Stage IIA, alive, 804 days 6422.2
TCGA-56-8623-01A 71 years, male, white, stage:Stage IB, dead, 692 days 6397.4
TCGA-66-2754-01A 67 years, male, stage:Stage IIIA, alive, 61 days 6390.1
TCGA-56-6545-01A 77 years, female, white, stage:Stage IB, alive, 666 days 6382.7
TCGA-66-2791-01A 66 years, male, stage:Stage IIIB, dead, 153 days 6328.3
TCGA-56-7223-01A 66 years, male, white, stage:Stage IIIA, dead, 442 days 6318.1
TCGA-77-A5G3-01A 63 years, male, stage:Stage IIB, alive, 4570 days 6317.8
TCGA-56-A4BY-01A 66 years, male, white, stage:Stage IB, dead, 543 days 6314.6
TCGA-77-7335-01A 62 years, female, white, stage:Stage IIIB, dead, 2133 days 6314.4
TCGA-77-A5GA-01A 76 years, male, stage:Stage IB, alive, 1280 days 6307.0
TCGA-94-8035-01A 64 years, male, white, stage:Stage IIB, alive, 122 days 6277.5
TCGA-66-2785-01A 65 years, male, stage:Stage IB, alive, 60 days 6269.2
TCGA-34-5240-01A 73 years, female, white, stage:Stage IIB, alive, 1541 days 6266.4
TCGA-66-2734-01A 62 years, female, stage:Stage IB, alive, 1311 days 6243.1
TCGA-22-1017-01A 62 years, male, white, stage:Stage IA, dead, 1485 days 6237.2
TCGA-63-A5MT-01A 74 years, male, stage:Stage IIB, alive, 498 days 6231.3
TCGA-94-A5I6-01A 62 years, male, white, stage:Stage IIB, alive, 538 days 6191.5
TCGA-56-A4ZJ-01A 75 years, female, white, stage:Stage IA, alive, 640 days 6180.0
TCGA-18-3417-01A 65 years, male, stage:Stage IV, dead, 1097 days 6171.2
TCGA-85-7696-01A 64 years, male, white, stage:Stage IA, alive, 1111 days 6138.6
TCGA-21-5786-01A 64 years, male, white, stage:Stage IB, alive, 1032 days 6104.3
TCGA-66-2737-01A 72 years, male, stage:Stage IIB, alive, 61 days 6098.9
TCGA-56-8626-01A 59 years, male, white, stage:Stage IA, dead, 302 days 6091.7
TCGA-60-2725-01A 74 years, male, white, stage:Stage IB, alive, 816 days 6079.7
TCGA-21-1077-01A 64 years, male, white, stage:Stage IIB, dead, 1058 days 6075.7
TCGA-58-A46M-01A 61 years, male, white, stage:Stage IIB, alive, 1072 days 6068.5
TCGA-22-A5C4-01A 70 years, male, white, stage:Stage IIA, alive, 671 days 6068.0
TCGA-22-4594-01A 60 years, female, stage:Stage IIIA, dead, 1470 days 6053.6
TCGA-66-2786-01A 68 years, female, stage:Stage IA, alive, 790 days 6052.2
TCGA-66-2742-01A 70 years, male, stage:Stage IV, alive, 641 days 6030.4
TCGA-77-6842-01A 79 years, male, white, stage:Stage IIB, dead, 899 days 6019.1
TCGA-85-8664-01A 73 years, male, white, stage:Stage IIB, dead, 550 days 5955.5
TCGA-68-7755-01A 60 years, female, white, stage:Stage IIA, alive, 83 days 5950.5
TCGA-85-8072-01A 60 years, male, white, stage:Stage IA, alive, 932 days 5916.4
TCGA-22-4601-01A 73 years, female, white, stage:Stage IIIA, dead, 1057 days 5888.9
TCGA-77-A5GF-01A 70 years, male, stage:Stage IIA, dead, 840 days 5846.3
TCGA-94-A4VJ-01A 71 years, female, white, stage:Stage IA, alive, 430 days 5828.8
TCGA-22-4607-01A 75 years, male, white, stage:Stage IB, dead, 587 days 5828.1
TCGA-77-8138-01A 74 years, male, stage:Stage IB, dead, 539 days 5788.2
TCGA-56-A4ZK-01A 76 years, female, white, stage:Stage IB, alive, 570 days 5778.6
TCGA-96-7545-01A 73 years, male, white, stage:Stage IA, dead, 1736 days 5778.4
TCGA-63-A5MH-01A 68 years, male, stage:Stage IA, alive, 2026 days 5768.1
TCGA-NC-A5HE-01A 60 years, male, white, stage:Stage IIB, alive, 2336 days 5735.3
TCGA-21-1081-01A 69 years, male, white, stage:Stage IIB, dead, 284 days 5731.5
TCGA-98-A53I-01A 64 years, male, white, stage:Stage IIA, alive, 565 days 5727.7
TCGA-46-3767-01A 76 years, male, white, stage:Stage IA, alive, 396 days 5724.2
TCGA-43-6771-01A 85 years, male, white, stage:Stage IB, dead, 166 days 5723.5
TCGA-58-8388-01A 60 years, male, white, stage:Stage IB, dead, 412 days 5716.0
TCGA-85-7710-01A 59 years, female, white, stage:Stage IA, alive, 42 days 5710.4
TCGA-18-3410-01A 81 years, male, stage:Stage IIB, dead, 146 days 5698.3
TCGA-60-2714-01A 66 years, female, white, stage:Stage IIB, alive, 1531 days 5687.9
TCGA-77-8009-01A 68 years, male, stage:Stage IIB, dead, 1695 days 5678.9
TCGA-56-8503-01A 76 years, female, white, stage:Stage IIB, alive, 41 days 5676.9
TCGA-60-2715-01A 51 years, male, white, stage:Stage IA, dead, 1075 days 5645.8
TCGA-37-3789-01A 65 years, male, white, stage:Stage IB, alive, 13 days 5612.4
TCGA-18-3416-01A 83 years, male, stage:Stage IIB, dead, 973 days 5593.7
TCGA-77-7142-01A 59 years, female, white, stage:Stage IB, alive, 2227 days 5587.5
TCGA-66-2758-01A 71 years, male, stage:Stage IB, alive, 639 days 5567.8
TCGA-22-4596-01A 69 years, female, white, stage:Stage IB, dead, 17 days 5539.8
TCGA-77-8131-01A 72 years, male, stage:Stage IB, dead, 383 days 5538.5
TCGA-43-6773-01A 76 years, male, white, stage:Stage IIB, dead, 116 days 5536.0
TCGA-68-8250-01A 66 years, male, black or african american, stage:Stage IA, alive, 244 days 5527.9
TCGA-98-A53D-01A 68 years, male, white, stage:Stage IIB, dead, 645 days 5524.6
TCGA-58-8391-01A 57 years, female, white, stage:Stage IIIA, alive, 2167 days 5523.6
TCGA-22-5478-01A 79 years, male, stage:Stage IB, dead, 24 days 5518.4
TCGA-92-8064-01A 58 years, male, white, stage:'--, alive, 160 days 5515.2
TCGA-43-8116-01A 73 years, male, white, stage:Stage IA, alive, 358 days 5493.5
TCGA-94-8490-01A 70 years, male, white, stage:Stage IIB, alive, 153 days 5480.1
TCGA-90-7769-01A 55 years, male, white, stage:Stage IIB, alive, 358 days 5458.2
TCGA-68-A59J-01A 74 years, female, white, stage:Stage IB, alive, 448 days 5443.7
TCGA-33-4582-01A 55 years, male, white, stage:Stage IA, dead, 3149 days 5436.9
TCGA-60-2708-01A 64 years, female, white, stage:Stage IIB, alive, 2447 days 5430.5
TCGA-85-8354-01A 53 years, male, white, stage:Stage IB, alive, 995 days 5406.5
TCGA-NC-A5HH-01A 53 years, male, white, stage:Stage IA, alive, 37 days 5377.3
TCGA-56-7579-01A 61 years, male, white, stage:Stage IIIA, dead, 951 days 5368.3
TCGA-56-8309-01A 66 years, male, white, stage:Stage IA, alive, 428 days 5313.5
TCGA-43-A474-01A 66 years, male, white, stage:Stage IIA, alive, 353 days 5310.1
TCGA-43-6647-01A 69 years, female, white, stage:Stage IIB, alive, 757 days 5296.3
TCGA-63-A5MW-01A 76 years, male, stage:Stage IB, alive, 1639 days 5265.6
TCGA-85-8479-01A 66 years, male, white, stage:Stage IA, alive, 468 days 5248.9
TCGA-85-8048-01A 62 years, male, white, stage:Stage IA, alive, 765 days 5229.5
TCGA-43-A475-01A 67 years, female, white, stage:Stage IIB, alive, 296 days 5229.1
TCGA-66-2769-01A 75 years, male, stage:Stage IIIB, dead, 215 days 5211.5
TCGA-56-8629-01A 63 years, male, white, stage:Stage IIA, alive, 481 days 5209.6
TCGA-85-A5B5-01A 58 years, male, white, stage:Stage IA, alive, 111 days 5180.2
TCGA-63-7020-01A male, stage:Stage IA, alive, 2133 days 5177.6
TCGA-60-2707-01A 70 years, male, stage:Stage IB, dead, 667 days 5177.0
TCGA-51-4080-01A 65 years, male, black or african american, stage:Stage IIIB, dead, 12 days 5170.7
TCGA-O2-A5IB-01A 71 years, female, white, stage:Stage III, dead, 340 days 5161.8
TCGA-85-A50M-01A 47 years, male, asian, stage:Stage IIA, dead, 826 days 5135.6
TCGA-33-4547-01A 68 years, male, white, stage:Stage IB, alive, 2419 days 5125.8
TCGA-77-8008-01A 68 years, male, stage:Stage IB, dead, 2639 days 5093.7
TCGA-39-5027-01A 73 years, male, white, stage:Stage IB, alive, 3108 days 5089.9
TCGA-60-2710-01A 67 years, female, white, stage:Stage IIA, alive, 2024 days 5036.4
TCGA-22-1000-01A 76 years, male, white, stage:Stage IB, dead, 454 days 5028.1
TCGA-66-2781-01A 67 years, male, stage:Stage IB, alive, 121 days 5027.3
TCGA-77-8136-01A 74 years, female, stage:Stage IIB, dead, 1189 days 5021.7
TCGA-77-A5FZ-01A 64 years, male, stage:Stage IIIB, dead, 3838 days 5020.0
TCGA-77-8145-01A 73 years, male, stage:Stage IIIB, dead, 212 days 5013.0
TCGA-56-5897-01A 74 years, male, white, stage:Stage IA, alive, 378 days 5008.7
TCGA-33-AASJ-01A 60 years, male, black or african american, stage:Stage IB, dead, 3600 days 4999.6
TCGA-34-A5IX-01A 80 years, male, white, stage:Stage IIB, alive, 1031 days 4996.0
TCGA-77-8140-01A 66 years, female, stage:Stage IIB, dead, 351 days 4994.8
TCGA-66-2765-01A 64 years, male, stage:Stage IB, alive, 61 days 4969.7
TCGA-22-0944-01A 61 years, male, white, stage:Stage IB, dead, 223 days 4956.6
TCGA-22-0940-01A 71 years, male, white, stage:Stage IIA, dead, 669 days 4949.7
TCGA-63-A5MP-01A 56 years, male, stage:Stage IIB, alive, 769 days 4938.4
TCGA-85-A511-01A 62 years, male, white, stage:Stage IIB, dead, 455 days 4931.3
TCGA-90-A4EE-01A 53 years, male, white, stage:Stage IIA, alive, 688 days 4930.0
TCGA-33-6737-01A 71 years, male, white, stage:Stage IIIA, dead, 601 days 4918.3
TCGA-66-2759-01A 66 years, male, stage:Stage IIIA, alive, 762 days 4862.3
TCGA-56-8307-01A 55 years, female, white, stage:Stage IIB, alive, 818 days 4849.3
TCGA-NC-A5HP-01A 69 years, male, white, stage:Stage IV, dead, 770 days 4845.5
TCGA-96-7544-01A 83 years, male, white, stage:Stage IIB, dead, 2160 days 4844.5
TCGA-96-A4JK-01A 65 years, male, white, stage:Stage IIA, alive, 589 days 4826.6
TCGA-33-A5GW-01A 67 years, male, white, stage:Stage IIA, dead, 9 days 4814.5
TCGA-77-8154-01A 67 years, male, stage:Stage IA, alive, 1841 days 4812.7
TCGA-39-5040-01A 59 years, male, white, stage:Stage IIIA, dead, 519 days 4795.7
TCGA-85-8580-01A 52 years, female, white, stage:Stage IB, alive, 1113 days 4761.4
TCGA-85-6175-01A 63 years, female, white, stage:Stage IIB, dead, 294 days 4742.8
TCGA-18-3414-01A 73 years, male, asian, stage:Stage IV, dead, 716 days 4740.3
TCGA-NC-A5HO-01A 70 years, female, white, stage:Stage IIIA, alive, 1336 days 4727.0
TCGA-58-A46N-01A 52 years, male, white, stage:Stage IB, alive, 910 days 4720.9
TCGA-68-8251-01A 78 years, male, white, stage:Stage IB, alive, 406 days 4719.8
TCGA-98-A53H-01A 76 years, female, white, stage:Stage IA, alive, 618 days 4687.8
TCGA-85-8049-01A 57 years, male, white, stage:Stage IB, alive, 579 days 4679.9
TCGA-18-3407-01A 72 years, male, asian, stage:Stage IB, dead, 136 days 4663.5
TCGA-58-8386-01A 75 years, male, stage:Stage IV, dead, 1 days 4623.1
TCGA-52-7811-01A 67 years, male, white, stage:Stage IB, dead, 266 days 4601.3
TCGA-18-3419-01A 73 years, male, stage:Stage IIB, alive, 2811 days 4596.9
TCGA-21-5782-01A 68 years, female, white, stage:Stage IB, dead, 962 days 4592.3
TCGA-77-A5GH-01A 81 years, male, stage:Stage IB, alive, 1182 days 4588.6
TCGA-85-8350-01A 61 years, male, white, stage:Stage IA, alive, 683 days 4582.3
TCGA-85-A4JC-01A 84 years, male, white, stage:Stage IIA, dead, 604 days 4580.8
TCGA-56-8628-01A 78 years, male, white, stage:Stage IA, alive, 616 days 4573.5
TCGA-66-2744-01A 71 years, male, stage:Stage IIB, alive, 30 days 4560.0
TCGA-60-2697-01A 41 years, male, white, stage:Stage IIA, dead, 372 days 4553.5
TCGA-98-8023-01A 70 years, male, white, stage:Stage IIIA, alive, 649 days 4530.7
TCGA-NC-A5HF-01A 74 years, male, white, stage:Stage IIIB, dead, 138 days 4528.2
TCGA-37-A5EM-01A 49 years, male, white, stage:Stage II, alive, 867 days 4521.1
TCGA-58-8392-01A 70 years, male, white, stage:Stage IB, dead, 501 days 4519.9
TCGA-77-7465-01A 58 years, male, white, stage:Stage IIA, alive, 990 days 4514.9
TCGA-90-7767-01A 56 years, male, white, stage:Stage IIB, alive, 89 days 4500.6
TCGA-60-2704-01A 73 years, male, white, stage:Stage IIB, dead, 1154 days 4496.5
TCGA-60-2719-01A 83 years, female, white, stage:Stage IB, alive, 1297 days 4487.1
TCGA-56-8308-01A 79 years, male, white, stage:Stage IIB, alive, 517 days 4455.2
TCGA-39-5039-01A 76 years, male, white, stage:Stage IIA, dead, 544 days 4452.7
TCGA-98-8021-01A 75 years, female, white, stage:Stage IA, alive, 937 days 4451.0
TCGA-66-2756-01A 68 years, male, stage:Stage IIIB, alive, 30 days 4418.5
TCGA-66-2790-01A 72 years, male, stage:Stage IIB, alive, 699 days 4386.9
TCGA-56-7222-01A 60 years, male, white, stage:Stage IB, dead, 562 days 4382.0
TCGA-56-8625-01A 66 years, female, white, stage:Stage IIIA, dead, 315 days 4378.1
TCGA-22-5472-01A 67 years, male, white, stage:Stage IB, dead, 1975 days 4376.2
TCGA-92-7340-01A 45 years, female, white, stage:Stage IIA, alive, 82 days 4376.1
TCGA-34-5239-01A 75 years, male, white, stage:Stage IIIA, alive, 1834 days 4374.9
TCGA-85-8351-01A 72 years, male, white, stage:Stage IIA, alive, 510 days 4373.3
TCGA-77-7338-01A 64 years, male, white, stage:Stage IB, dead, 5 days 4358.9
TCGA-43-8115-01A 72 years, female, white, stage:Stage IIA, alive, 407 days 4340.6
TCGA-O2-A52N-01A 78 years, male, white, stage:Stage I, dead, 1006 days 4335.8
TCGA-66-2782-01A 71 years, male, stage:Stage IIB, dead, 365 days 4333.0
TCGA-43-7658-01A 75 years, female, white, stage:Stage IA, dead, 2378 days 4328.3
TCGA-66-2788-01A 56 years, male, stage:Stage IB, alive, 699 days 4324.1
TCGA-NC-A5HM-01A 76 years, male, white, stage:Stage IB, alive, 1212 days 4323.5
TCGA-77-8128-01A 60 years, male, stage:Stage IIIA, dead, 1150 days 4310.8
TCGA-56-1622-01A 58 years, male, white, stage:Stage IB, dead, 881 days 4306.0
TCGA-22-4604-01A 73 years, male, white, stage:Stage IIA, dead, 399 days 4287.6
TCGA-85-7699-01A 73 years, male, white, stage:Stage IIIA, dead, 1001 days 4265.8
TCGA-52-7810-01A 60 years, female, white, stage:Stage IIB, alive, 923 days 4247.8
TCGA-34-5231-01A 72 years, male, white, stage:Stage IA, dead, 1984 days 4236.5
TCGA-60-2703-01A 73 years, male, white, stage:Stage IIB, dead, 2945 days 4234.8
TCGA-LA-A7SW-01A 71 years, male, black or african american, stage:Stage IIIA, dead, 408 days 4234.7
TCGA-37-5819-01A 64 years, male, white, stage:Stage IIIA, alive, 103 days 4224.2
TCGA-22-4613-01A 73 years, female, white, stage:Stage IA, dead, 358 days 4196.3
TCGA-77-A5G6-01A 66 years, male, stage:Stage IIIA, dead, 678 days 4173.0
TCGA-85-A53L-01A 63 years, male, asian, stage:Stage IIA, alive, 377 days 4168.6
TCGA-63-7023-01A male, stage:Stage IIA, alive, 1682 days 4163.5
TCGA-52-7809-01A 74 years, male, white, stage:Stage IB, dead, 166 days 4149.4
TCGA-39-5031-01A 76 years, female, stage:Stage IA, dead, 1841 days 4148.0
TCGA-34-5927-01A 70 years, female, white, stage:Stage IA, alive, 1361 days 4136.5
TCGA-NC-A5HD-01A 79 years, male, white, stage:Stage IIB, dead, 2 days 4134.8
TCGA-56-7731-01A 66 years, female, white, stage:Stage IB, dead, 3 days 4132.3
TCGA-77-7139-01A 56 years, male, white, stage:Stage IIB, alive, 4261 days 4126.9
TCGA-43-3920-01A 71 years, male, white, stage:Stage IB, alive, 1007 days 4103.8
TCGA-39-5019-01A 70 years, male, white, stage:Stage IB, alive, 3387 days 4097.0
TCGA-43-3394-01A 52 years, male, black or african american, stage:Stage IB, dead, 1190 days 4084.4
TCGA-85-A4QR-01A 67 years, male, white, stage:Stage IB, alive, 600 days 4077.4
TCGA-NK-A5CR-01A 77 years, male, stage:Stage IB, alive, 2542 days 4071.4
TCGA-J1-A4AH-01A 70 years, male, white, stage:Stage IIA, alive, 581 days 4063.1
TCGA-85-8277-01A 70 years, male, white, stage:Stage IIIA, dead, 307 days 4056.9
TCGA-34-5241-01A 79 years, male, white, stage:Stage IB, dead, 515 days 4051.1
TCGA-66-2780-01A 65 years, male, stage:Stage IB, dead, 366 days 4006.7
TCGA-63-A5MV-01A 69 years, male, stage:Stage IIA, alive, 1100 days 4002.9
TCGA-XC-AA0X-01A 77 years, female, black or african american, stage:Stage IA, dead, 6 days 3990.0
TCGA-21-1082-01A 61 years, male, white, stage:Stage IB, alive, 3644 days 3988.4
TCGA-22-5480-01A 66 years, female, white, stage:Stage IA, dead, 2170 days 3969.5
TCGA-70-6722-01A 47 years, male, asian, stage:Stage IIIA, alive, 367 days 3942.5
TCGA-22-5492-01A 73 years, female, stage:Stage IIIA, dead, 506 days 3933.7
TCGA-22-5491-01A 74 years, male, white, stage:Stage IA, dead, 1713 days 3924.3
TCGA-33-AASL-01A 57 years, female, black or african american, stage:Stage IA, dead, 826 days 3922.3
TCGA-98-8022-01A 61 years, male, white, stage:Stage IA, dead, 933 days 3900.3
TCGA-85-6560-01A 59 years, male, white, stage:Stage IIA, alive, 1259 days 3893.4
TCGA-66-2763-01A 63 years, female, stage:Stage IB, alive, 30 days 3891.0
TCGA-63-A5MI-01A 65 years, male, stage:Stage IIIA, alive, 1784 days 3889.5
TCGA-60-2724-01A 47 years, male, white, stage:Stage IIIA, alive, 717 days 3868.3
TCGA-66-2770-01A 79 years, male, stage:Stage IB, alive, 700 days 3862.3
TCGA-56-8504-01A 74 years, male, white, stage:Stage IB, alive, 510 days 3862.0
TCGA-43-7656-01A 71 years, male, white, stage:Stage IA, alive, 596 days 3855.5
TCGA-22-1002-01A 69 years, male, white, stage:Stage IA, dead, 131 days 3849.4
TCGA-56-A4BX-01A 70 years, male, white, stage:Stage IIA, alive, 405 days 3847.6
TCGA-56-A49D-01A 67 years, male, white, stage:Stage IIIA, alive, 637 days 3846.0
TCGA-85-8287-01A 72 years, male, white, stage:Stage IA, dead, 23 days 3828.6
TCGA-21-1070-01A 60 years, female, black or african american, stage:Stage IIIA, alive, 3636 days 3820.8
TCGA-56-7580-01A 84 years, male, white, stage:Stage IB, alive, 925 days 3814.1
TCGA-60-2695-01A 74 years, female, white, stage:Stage IB, alive, 642 days 3793.2
TCGA-37-4141-01A 65 years, female, white, stage:Stage IA, alive, 12 days 3772.7
TCGA-85-6561-01A 66 years, male, white, stage:Stage IB, alive, 1224 days 3753.9
TCGA-L3-A4E7-01A 71 years, male, white, stage:Stage IB, alive, 392 days 3742.4
TCGA-37-4135-01A 68 years, male, white, stage:Stage IB, alive, 207 days 3703.9
TCGA-66-2793-01A 68 years, male, stage:Stage IIIB, dead, 306 days 3682.3
TCGA-39-5022-01A 76 years, male, white, stage:Stage IB, dead, 1679 days 3680.8
TCGA-NK-A7XE-01A 66 years, male, black or african american, stage:Stage IIIB, alive, 13 days 3677.9
TCGA-NC-A5HN-01A 77 years, male, white, stage:Stage IIA, alive, 1499 days 3668.3
TCGA-56-8622-01A 68 years, male, white, stage:Stage IB, alive, 55 days 3665.2
TCGA-NK-A5D1-01A 57 years, male, white, stage:Stage IIA, alive, 511 days 3646.2
TCGA-77-7337-01A 65 years, male, white, stage:Stage IIB, dead, 3253 days 3639.7
TCGA-18-3412-01A 52 years, male, white, stage:Stage IB, dead, 345 days 3632.0
TCGA-34-7107-01A 70 years, male, white, stage:Stage II, dead, 34 days 3626.8
TCGA-77-8133-01A 74 years, male, stage:Stage IIA, dead, 1640 days 3622.0
TCGA-60-2721-01A 73 years, male, white, stage:Stage IB, alive, 983 days 3614.1
TCGA-85-8276-01A 62 years, male, white, stage:Stage IIA, alive, 1050 days 3609.4
TCGA-85-7843-01A 50 years, male, white, stage:Stage IIA, alive, 35 days 3606.2
TCGA-85-8288-01A 70 years, male, white, stage:Stage IIA, dead, 402 days 3598.0
TCGA-90-6837-01A 64 years, male, white, stage:Stage IIB, alive, 758 days 3587.3
TCGA-39-5028-01A 75 years, male, white, stage:Stage IIIA, dead, 52 days 3582.9
TCGA-98-8020-01A 56 years, female, black or african american, stage:Stage IIIA, dead, 84 days 3574.7
TCGA-63-7022-01A female, stage:Stage IA, alive, 2073 days 3572.7
TCGA-22-5489-01A 64 years, male, white, stage:Stage IA, dead, 1912 days 3569.1
TCGA-98-A53C-01A 77 years, female, white, stage:Stage IA, alive, 822 days 3567.3
TCGA-85-A4QQ-01A 68 years, male, white, stage:Stage IB, dead, 927 days 3564.6
TCGA-22-4609-01A 81 years, male, white, stage:Stage IA, dead, 291 days 3541.8
TCGA-85-8353-01A 72 years, male, white, stage:Stage IIIA, dead, 94 days 3494.7
TCGA-63-A5MB-01A 62 years, male, stage:Stage IB, alive, 3123 days 3493.4
TCGA-77-8139-01A 72 years, male, stage:Stage IIB, alive, 3166 days 3470.2
TCGA-66-2768-01A 57 years, male, stage:Stage IIB, alive, 61 days 3456.4
TCGA-66-2771-01A 60 years, male, stage:Stage IIB, alive, 578 days 3426.7
TCGA-37-A5EL-01A 53 years, male, white, stage:Stage IIB, dead, 1143 days 3415.6
TCGA-66-2767-01A 62 years, male, stage:Stage IIIB, alive, 61 days 3400.1
TCGA-85-8582-01A 49 years, male, white, stage:Stage IA, alive, 1160 days 3397.3
TCGA-O2-A52V-01A 75 years, female, black or african american, stage:Stage II, dead, 1335 days 3390.5
TCGA-85-A4JB-01A 74 years, male, white, stage:Stage IIB, alive, 942 days 3373.3
TCGA-43-8118-01A 55 years, female, white, stage:Stage IA, dead, 89 days 3369.1
TCGA-18-4083-01A 63 years, male, white, stage:Stage IIB, dead, 188 days 3350.0
TCGA-60-2711-01A 64 years, female, white, stage:Stage IB, alive, 1260 days 3334.1
TCGA-37-4132-01A 61 years, female, white, stage:Stage IV, alive, 227 days 3326.0
TCGA-63-A5MM-01A 69 years, female, stage:Stage IIB, dead, 456 days 3315.6
TCGA-68-A59I-01A 73 years, female, black or african american, stage:Stage IIIA, alive, 492 days 3302.4
TCGA-NK-A5CT-01A 70 years, male, white, stage:Stage IA, alive, 1997 days 3287.1
TCGA-22-5471-01A 75 years, male, white, stage:Stage IB, alive, 1845 days 3253.3
TCGA-34-5234-01A 71 years, female, white, stage:Stage IA, alive, 2271 days 3242.7
TCGA-21-1078-01A 77 years, male, white, stage:Stage IB, dead, 474 days 3226.6
TCGA-46-3766-01A 62 years, female, white, stage:Stage IA, alive, 370 days 3220.6
TCGA-85-A4CL-01A 65 years, male, white, stage:Stage IA, dead, 921 days 3204.6
TCGA-37-A5EN-01A 59 years, male, white, stage:Stage IIIB, alive, 660 days 3178.4
TCGA-77-7138-01A 67 years, male, stage:Stage IB, dead, 340 days 3177.5
TCGA-21-5784-01A 80 years, female, white, stage:Stage IB, alive, 1268 days 3171.5
TCGA-33-4533-01A 76 years, female, black or african american, stage:Stage IB, alive, 4068 days 3160.1
TCGA-77-6844-01A 74 years, male, white, stage:Stage IIIA, dead, 2284 days 3120.4
TCGA-39-5035-01A 72 years, female, white, stage:Stage IA, alive, 2080 days 3115.1
TCGA-85-8584-01A 71 years, male, white, stage:Stage IIA, dead, 383 days 3104.1
TCGA-77-8148-01A 68 years, male, stage:Stage IIIA, alive, 2023 days 3102.5
TCGA-43-A56V-01A 61 years, male, black or african american, stage:Stage IIIA, alive, 366 days 3073.6
TCGA-33-4587-01A 63 years, female, white, stage:Stage IB, dead, 1656 days 3043.7
TCGA-21-5783-01A 76 years, male, white, stage:Stage IB, dead, 2680 days 3035.1
TCGA-66-2778-01A 68 years, female, stage:Stage IIIB, alive, 578 days 3027.0
TCGA-58-A46L-01A 73 years, male, white, stage:Stage IIIA, alive, 1723 days 2998.7
TCGA-34-8455-01A 67 years, male, white, stage:Stage IV, dead, 123 days 2998.3
TCGA-46-6026-01A 81 years, male, white, stage:Stage IIB, alive, 423 days 2979.4
TCGA-77-8143-01A 76 years, male, stage:Stage IIIA, dead, 803 days 2967.3
TCGA-33-4589-01A 62 years, female, white, stage:Stage IIB, dead, 47 days 2958.3
TCGA-33-AASI-01A 65 years, female, black or african american, stage:Stage IIB, dead, 1344 days 2953.8
TCGA-98-A538-01A 67 years, male, white, stage:Stage IIB, alive, 826 days 2952.4
TCGA-85-A513-01A 60 years, female, asian, stage:Stage IA, alive, 910 days 2949.8
TCGA-60-2712-01A 79 years, female, white, stage:Stage IIB, dead, 274 days 2949.7
TCGA-NC-A5HQ-01A 70 years, male, white, stage:Stage IIIA, dead, 448 days 2940.8
TCGA-39-5030-01A 81 years, female, asian, stage:Stage IIIA, dead, 59 days 2899.1
TCGA-43-7657-01A 68 years, female, white, stage:Stage IA, alive, 236 days 2884.4
TCGA-96-A4JL-01A 78 years, female, asian, stage:Stage IIA, alive, 842 days 2848.3
TCGA-60-2716-01A 39 years, male, stage:Stage IIB, alive, 1475 days 2804.4
TCGA-94-A5I4-01A 61 years, male, white, stage:Stage IIA, alive, 491 days 2783.5
TCGA-NK-A5CX-01A 73 years, male, white, stage:Stage IIA, alive, 111 days 2771.9
TCGA-90-7766-01A 66 years, female, white, stage:Stage IA, alive, 289 days 2742.6
TCGA-96-8170-01A 75 years, female, white, stage:Stage IIA, alive, 531 days 2734.4
TCGA-60-2726-01A 56 years, male, white, stage:Stage IIA, dead, 358 days 2734.1
TCGA-85-A510-01A 74 years, female, white, stage:Stage IIB, alive, 482 days 2725.4
TCGA-37-4129-01A 52 years, female, white, stage:Stage IA, alive, 242 days 2720.4
TCGA-63-A5MS-01A 78 years, male, stage:Stage IB, alive, 2381 days 2717.0
TCGA-56-A4BW-01A 55 years, male, white, stage:Stage IIA, alive, 585 days 2714.2
TCGA-22-5481-01A 72 years, female, white, stage:Stage IIB, dead, 2409 days 2663.5
TCGA-98-7454-01A 73 years, male, white, stage:Stage IB, alive, 652 days 2631.8
TCGA-39-5024-01A 65 years, female, white, stage:Stage IIIA, alive, 2510 days 2576.1
TCGA-58-A46J-01A 64 years, male, white, stage:Stage IIB, alive, 2589 days 2564.8
TCGA-85-A512-01A 46 years, male, white, stage:Stage IIA, alive, 465 days 2557.7
TCGA-56-A5DS-01A 72 years, female, white, stage:Stage IB, alive, 8 days 2552.5
TCGA-66-2757-01A 65 years, female, stage:Stage IA, dead, 1338 days 2524.8
TCGA-NC-A5HI-01A 68 years, female, white, stage:Stage IB, alive, 1743 days 2503.7
TCGA-NC-A5HT-01A 69 years, male, white, stage:Stage IIIA, alive, 804 days 2478.5
TCGA-56-7221-01A 79 years, male, white, stage:Stage IB, alive, 608 days 2363.5
TCGA-34-5232-01A 75 years, female, black or african american, stage:Stage IIA, alive, 2471 days 2358.0
TCGA-85-A4PA-01A 61 years, male, white, stage:Stage IB, alive, 741 days 2340.5
TCGA-56-8304-01A 73 years, female, white, stage:Stage IA, alive, 106 days 2297.4
TCGA-O2-A52W-01A 63 years, male, black or african american, stage:Stage I, dead, 261 days 2287.4
TCGA-37-4130-01A 56 years, male, white, stage:Stage IA, alive, 247 days 2254.6
TCGA-34-8454-01A 62 years, female, white, stage:Stage IIIA, alive, 1180 days 2209.1
TCGA-63-7021-01A male, stage:Stage IA, alive, 2142 days 2194.7
TCGA-21-5787-01A 65 years, male, black or african american, stage:Stage IIIA, dead, 329 days 2120.6
TCGA-85-7697-01A 49 years, male, white, stage:Stage IIB, alive, 1063 days 2075.0
TCGA-21-1080-01A 66 years, male, white, stage:Stage IB, alive, 3724 days 2071.9
TCGA-56-8083-01A 56 years, male, white, stage:Stage IB, alive, 150 days 1962.0
TCGA-22-1011-01A 73 years, male, white, stage:Stage IB, dead, 53 days 1951.6
TCGA-34-2600-01A 76 years, female, white, stage:Stage IA, dead, 1874 days 1915.4
TCGA-43-A56U-01A 76 years, female, white, stage:Stage IA, alive, 432 days 1791.3
TCGA-90-A4ED-01A 69 years, male, white, stage:Stage IB, alive, 615 days 1769.6
TCGA-58-8387-01A 60 years, male, white, stage:Stage IIA, dead, 403 days 1762.6
TCGA-37-3783-01A 51 years, male, white, stage:Stage IIIA, alive, 122 days 1709.2
TCGA-90-A59Q-01A 61 years, female, white, stage:Stage IIA, dead, 322 days 1694.7
TCGA-18-3406-01A 67 years, male, white, stage:Stage IA, dead, 371 days 1691.3
TCGA-56-8624-01A 84 years, male, white, stage:Stage IIB, alive, 420 days 1626.5
TCGA-22-1005-01A 63 years, male, white, stage:Stage IA, dead, 1953 days 1612.2
TCGA-63-A5MG-01A 68 years, male, stage:Stage IB, alive, 2148 days 1580.8
TCGA-63-A5MR-01A 70 years, female, stage:Stage IB, alive, 2716 days 1565.1
TCGA-NC-A5HG-01A 59 years, male, white, stage:Stage IIIA, alive, 1963 days 1533.7
TCGA-92-8065-01A 74 years, female, white, stage:Stage IIB, alive, 70 days 1412.8
TCGA-85-8352-01A 67 years, male, white, stage:Stage IIIA, dead, 161 days 1396.1
TCGA-77-8144-01A 70 years, male, stage:Stage IB, alive, 833 days 1233.4
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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.

FTH1 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.

: 3433.34
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 5285.1
Number of samples 68
Samples
Sample Description pTPM
L568 77 years, female, stage:Stage IIB, dead, 71 days 25530.2
L539 78 years, male, stage:Stage IB, dead, 370 days 14876.3
L857 69 years, male, stage:Stage IB, dead, 226 days 9872.1
L881 70 years, male, stage:Stage IB, alive, 1752 days 8610.9
L854 62 years, female, stage:Stage IB, alive, 2256 days 8431.3
L744 75 years, male, stage:Stage IA, alive, 1614 days 7660.4
L468 53 years, male, stage:Stage IB, alive, 3004 days 7343.9
L586 67 years, male, stage:Stage IIA, dead, 784 days 6858.1
L559 72 years, male, stage:Stage IIB, alive, 2615 days 6629.3
L739 49 years, female, stage:Stage IIIA, dead, 352 days 6520.3
L755 82 years, male, stage:Stage IIA, dead, 227 days 6508.4
L459 75 years, male, stage:Stage IIA, alive, 3181 days 6442.6
L464 66 years, male, stage:Stage IB, dead, 1935 days 6366.8
L452 62 years, male, stage:Stage IIIA, dead, 3115 days 6327.6
L852 64 years, male, stage:Stage IB, dead, 700 days 6288.4
L753 61 years, male, stage:Stage IIA, alive, 1705 days 6270.1
L457 46 years, female, stage:Stage IIA, alive, 2901 days 6097.9
L685 71 years, female, stage:Stage IIB, alive, 1944 days 6050.6
L642 67 years, male, stage:Stage IB, dead, 1167 days 5860.0
L420 57 years, female, stage:Stage IIB, dead, 295 days 5800.7
L444 74 years, female, stage:Stage IIB, alive, 3337 days 5700.6
L633 77 years, female, stage:Stage IA, alive, 2102 days 5549.4
L712 61 years, male, stage:Stage IA, alive, 1698 days 5438.9
L456 48 years, male, stage:Stage IIA, dead, 1660 days 5401.7
L817 76 years, female, stage:Stage IIIA, dead, 1279 days 5367.9
L483 65 years, male, stage:Stage IB, dead, 77 days 5333.2
L563 61 years, female, stage:Stage IIB, dead, 1216 days 5222.1
L470 78 years, female, stage:Stage IB, dead, 1774 days 5193.4
L406 64 years, male, stage:Stage IA, alive, 3057 days 5128.3
L604 67 years, male, stage:Stage IIA, dead, 286 days 4938.5
L442 75 years, female, stage:Stage IB, dead, 2433 days 4896.8
L529 79 years, female, stage:Stage IA, alive, 2775 days 4722.6
L824 70 years, male, stage:Stage IA, dead, 665 days 4667.5
L723 67 years, male, stage:Stage IIA, dead, 433 days 4622.2
L592 61 years, male, stage:Stage IB, alive, 2368 days 4620.8
L661 66 years, male, stage:Stage IA, dead, 1123 days 4612.1
L534 66 years, male, stage:Stage IIA, alive, 2693 days 4609.6
L719 63 years, male, stage:Stage IB, alive, 1615 days 4607.5
L608 73 years, male, stage:Stage IA, alive, 2350 days 4585.5
L490 58 years, male, stage:Stage IA, dead, 716 days 4581.2
L756 72 years, male, stage:Stage IB, alive, 1796 days 4479.8
L820 73 years, female, stage:Stage IA, alive, 2405 days 4476.7
L488 61 years, female, stage:Stage IIA, alive, 2993 days 4438.3
L652 82 years, male, stage:Stage IA, dead, 5 days 4433.3
L715 69 years, female, stage:Stage IIIA, dead, 150 days 4388.6
L767 67 years, male, stage:Stage IA, alive, 1718 days 4184.1
L466 65 years, female, stage:Stage IIIA, dead, 412 days 4123.6
L655 62 years, male, stage:Stage IIA, dead, 1603 days 3950.8
L644 67 years, male, stage:Stage IA, dead, 282 days 3914.0
L886 71 years, male, stage:Stage IB, dead, 1932 days 3565.0
L736 67 years, male, stage:Stage IA, dead, 1195 days 3564.4
L856 69 years, male, stage:Stage IA, dead, 1465 days 3483.8
L858 69 years, female, stage:Stage IIB, dead, 558 days 3478.5
L472 71 years, male, stage:Stage IB, dead, 423 days 3433.3
L758 84 years, male, stage:Stage IA, dead, 1562 days 3226.7
L496 77 years, male, stage:Stage IB, alive, 2761 days 3215.0
L658 65 years, female, stage:Stage IIB, alive, 2083 days 3155.1
L751 59 years, female, stage:Stage IIIA, alive, 1600 days 3129.2
L860 77 years, male, stage:Stage IA, alive, 2056 days 2956.3
L884 71 years, male, stage:Stage IIA, alive, 1627 days 2790.4
L788 54 years, female, stage:Stage IA, alive, 3385 days 2768.3
L572 58 years, male, stage:Stage IA, alive, 2532 days 2703.4
L747 74 years, female, stage:Stage IA, dead, 1112 days 2691.6
L650 69 years, female, stage:Stage IB, dead, 986 days 2684.5
L864 66 years, female, stage:Stage IA, alive, 2192 days 2651.1
L447 67 years, male, stage:Stage IIB, alive, 3203 days 2584.2
L760 80 years, male, stage:Stage IIA, alive, 1895 days 2506.8
L818 67 years, male, stage:Stage IB, alive, 2480 days 2267.2
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LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples 213
Samples
Sample ID Sample type nRPX
CPT0106100003 Normal 3.1
CPT0083810003 Normal 1.7
CPT0082770003 Normal 1.6
CPT0114880003 Normal 1.6
CPT0118180003 Normal 1.5
CPT0090600003 Normal 1.5
CPT0114690003 Normal 1.4
CPT0051690004 Tumor 1.4
CPT0118010003 Normal 1.4
CPT0001380003 Tumor 1.4
CPT0021490003 Normal 1.4
CPT0070080003 Normal 1.3
CPT0052940004 Tumor 1.2
CPT0105740003 Normal 1.2
CPT0118830003 Normal 1.2
CPT0105370004 Normal 1.1
CPT0062810003 Normal 1.1
CPT0066810003 Normal 1.0
CPT0067290003 Normal 1.0
CPT0118650003 Normal 1.0
CPT0112080003 Normal 1.0
CPT0105940003 Tumor 1.0
CPT0067950003 Normal 0.9
CPT0097600003 Normal 0.9
CPT0091260003 Normal 0.8
CPT0105610003 Normal 0.7
CPT0052170004 Tumor 0.7
CPT0105230003 Tumor 0.7
CPT0069720003 Normal 0.7
CPT0008420003 Normal 0.7
CPT0118160003 Tumor 0.7
CPT0001390003 Normal 0.7
CPT0117970003 Tumor 0.7
CPT0105980003 Normal 0.7
CPT0068830003 Normal 0.7
CPT0146680004 Tumor 0.6
CPT0013880003 Tumor 0.6
CPT0001690003 Normal 0.6
CPT0069360003 Tumor 0.6
CPT0109710003 Normal 0.6
CPT0014930003 Normal 0.5
CPT0014860003 Tumor 0.5
CPT0066930003 Normal 0.5
CPT0118360003 Normal 0.5
CPT0083780003 Tumor 0.5
CPT0105600003 Tumor 0.4
CPT0021450003 Tumor 0.4
CPT0070060003 Tumor 0.4
CPT0066890003 Tumor 0.4
CPT0109760003 Normal 0.4
CPT0055100004 Tumor 0.4
CPT0011750003 Normal 0.4
CPT0090720003 Normal 0.4
CPT0083140003 Normal 0.3
CPT0011710004 Tumor 0.3
CPT0090370003 Normal 0.3
CPT0001970003 Normal 0.3
CPT0082850004 Tumor 0.3
CPT0114840003 Tumor 0.2
CPT0090200003 Normal 0.2
CPT0112060003 Tumor 0.2
CPT0092930003 Tumor 0.2
CPT0068650003 Normal 0.2
CPT0084140003 Tumor 0.2
CPT0013630003 Normal 0.2
CPT0013910003 Normal 0.2
CPT0106110003 Tumor 0.2
CPT0115090003 Normal 0.2
CPT0067110003 Normal 0.2
CPT0001960003 Tumor 0.2
CPT0067250003 Tumor 0.1
CPT0146700003 Normal 0.1
CPT0105710003 Tumor 0.1
CPT0105330003 Tumor 0.1
CPT0118240003 Normal 0.1
CPT0098130003 Tumor 0.1
CPT0092940003 Normal 0.1
CPT0125830003 Normal 0.1
CPT0114660004 Tumor 0.1
CPT0023310003 Tumor 0.1
CPT0104750003 Tumor 0.1
CPT0082740004 Tumor 0.0
CPT0118620003 Tumor 0.0
CPT0001660013 Tumor 0.0
CPT0146980004 Tumor 0.0
CPT0113990003 Tumor 0.0
CPT0083100003 Tumor 0.0
CPT0105270003 Tumor 0.0
CPT0105190003 Normal 0.0
CPT0110890003 Normal 0.0
CPT0118570003 Tumor 0.0
CPT0097580003 Tumor 0.0
CPT0105060003 Tumor 0.0
CPT0068130003 Normal 0.0
CPT0067470004 Normal -0.1
CPT0068100003 Tumor -0.1
CPT0069700003 Tumor -0.1
CPT0092240003 Tumor -0.1
CPT0091870003 Normal -0.1
CPT0148300003 Normal -0.1
CPT0067070003 Tumor -0.1
CPT0147580004 Tumor -0.1
CPT0001810003 Normal -0.1
CPT0067940003 Tumor -0.1
CPT0109740004 Tumor -0.2
CPT0069370003 Normal -0.2
CPT0084170003 Normal -0.2
CPT0091860003 Tumor -0.2
CPT0066780003 Tumor -0.2
CPT0086770003 Normal -0.2
CPT0090700003 Tumor -0.2
CPT0001590003 Normal -0.2
CPT0114010003 Normal -0.2
CPT0110860004 Tumor -0.2
CPT0111300003 Tumor -0.2
CPT0104650003 Normal -0.2
CPT0008450003 Tumor -0.2
CPT0104630003 Tumor -0.2
CPT0148180004 Tumor -0.2
CPT0147080004 Tumor -0.2
CPT0105680003 Normal -0.2
CPT0104760003 Normal -0.3
CPT0013600003 Tumor -0.3
CPT0104970003 Tumor -0.3
CPT0110980004 Tumor -0.3
CPT0146800003 Normal -0.3
CPT0001800013 Tumor -0.3
CPT0146880004 Tumor -0.3
CPT0147100003 Normal -0.3
CPT0118200003 Tumor -0.3
CPT0147380004 Tumor -0.3
CPT0148000003 Normal -0.3
CPT0147500003 Normal -0.3
CPT0090170004 Tumor -0.3
CPT0079850003 Normal -0.3
CPT0068800003 Tumor -0.3
CPT0147400003 Normal -0.3
CPT0011930003 Normal -0.3
CPT0089340003 Tumor -0.3
CPT0089360003 Normal -0.3
CPT0118890003 Normal -0.3
CPT0102480003 Normal -0.3
CPT0090570004 Tumor -0.3
CPT0091240003 Tumor -0.4
CPT0105250003 Normal -0.4
CPT0109720004 Tumor -0.4
CPT0090860003 Tumor -0.4
CPT0147980004 Tumor -0.4
CPT0008410003 Tumor -0.4
CPT0147900003 Normal -0.4
CPT0014290003 Normal -0.4
CPT0090340003 Tumor -0.4
CPT0092250003 Normal -0.4
CPT0111590003 Normal -0.4
CPT0023320003 Normal -0.4
CPT0086320003 Normal -0.4
CPT0118600003 Normal -0.4
CPT0001070003 Normal -0.4
CPT0118810003 Tumor -0.4
CPT0015410003 Tumor -0.4
CPT0148100003 Normal -0.4
CPT0109830004 Tumor -0.4
CPT0069520003 Tumor -0.5
CPT0068610003 Tumor -0.5
CPT0118880003 Tumor -0.5
CPT0146780004 Tumor -0.5
CPT0067620003 Tumor -0.5
CPT0067450003 Tumor -0.5
CPT0147600003 Normal -0.5
CPT0069550003 Normal -0.5
CPT0148280004 Tumor -0.5
CPT0083390004 Tumor -0.5
CPT0148200003 Normal -0.5
CPT0063840003 Normal -0.5
CPT0086310003 Tumor -0.5
CPT0111480003 Normal -0.5
CPT0082890003 Normal -0.5
CPT0147880004 Tumor -0.5
CPT0147000003 Normal -0.5
CPT0063750003 Normal -0.6
CPT0090900004 Normal -0.6
CPT0109850003 Normal -0.6
CPT0105550003 Normal -0.6
CPT0109680004 Tumor -0.6
CPT0063810003 Tumor -0.6
CPT0115070003 Tumor -0.6
CPT0102450003 Tumor -0.6
CPT0053040004 Tumor -0.6
CPT0105630003 Tumor -0.6
CPT0109700003 Normal -0.6
CPT0086750003 Tumor -0.7
CPT0118340003 Tumor -0.7
CPT0125810003 Tumor -0.7
CPT0067770003 Normal -0.7
CPT0014260003 Tumor -0.7
CPT0105510003 Tumor -0.7
CPT0000930003 Normal -0.7
CPT0001060010 Tumor -0.8
CPT0015420003 Normal -0.8
CPT0146600003 Normal -0.8
CPT0092530003 Tumor -0.8
CPT0105010004 Normal -0.8
CPT0147480004 Tumor -0.8
CPT0063730003 Tumor -0.9
CPT0113220003 Normal -0.9
CPT0001580009 Tumor -0.9
CPT0083420003 Normal -0.9
CPT0000920017 Tumor -1.0
CPT0079830003 Tumor -1.0
CPT0011910004 Tumor -1.2
CPT0113210003 Tumor -1.2
CPT0146580004 Tumor N/A
CPT0148080004 Tumor N/A
Show allShow less
LUNG SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples 212
Samples
Sample ID Sample type nRPX
CPT0069900003 Normal 1.8
CPT0087210003 Normal 1.8
CPT0063500003 Normal 1.7
CPT0205000003 Normal 1.7
CPT0227070003 Normal 1.7
CPT0227400003 Tumor 1.7
CPT0237990003 Normal 1.5
CPT0197150003 Tumor 1.4
CPT0117770003 Normal 1.4
CPT0112540003 Tumor 1.3
CPT0234950004 Normal 1.3
CPT0245890003 Normal 1.3
CPT0068320003 Normal 1.2
CPT0202400004 Normal 1.2
CPT0130310003 Normal 1.1
CPT0183270003 Normal 1.0
CPT0105430003 Normal 1.0
CPT0091620003 Normal 1.0
CPT0197090003 Tumor 1.0
CPT0192590004 Normal 0.9
CPT0245880003 Tumor 0.9
CPT0197170003 Normal 0.9
CPT0236420003 Tumor 0.9
CPT0186140003 Normal 0.9
CPT0202580004 Normal 0.8
CPT0202020008 Tumor 0.7
CPT0104950003 Normal 0.7
CPT0233330003 Normal 0.6
CPT0191930003 Normal 0.6
CPT0112550003 Normal 0.6
CPT0083990003 Normal 0.6
CPT0221220003 Normal 0.6
CPT0237430003 Normal 0.6
CPT0007760003 Normal 0.6
CPT0233160003 Normal 0.5
CPT0202530004 Tumor 0.5
CPT0117720003 Tumor 0.5
CPT0197210003 Tumor 0.5
CPT0130440004 Normal 0.4
CPT0089880003 Tumor 0.4
CPT0091090003 Normal 0.4
CPT0233600003 Tumor 0.4
CPT0147200003 Normal 0.4
CPT0197380003 Normal 0.4
CPT0207250003 Normal 0.3
CPT0209510003 Normal 0.3
CPT0190550003 Tumor 0.3
CPT0236430003 Normal 0.3
CPT0186180003 Tumor 0.3
CPT0023470003 Tumor 0.3
CPT0007740003 Tumor 0.3
CPT0175560003 Tumor 0.2
CPT0136640003 Tumor 0.2
CPT0130030003 Tumor 0.2
CPT0086260003 Tumor 0.2
CPT0112720003 Tumor 0.2
CPT0202720003 Tumor 0.2
CPT0238110004 Tumor 0.2
CPT0234580003 Normal 0.2
CPT0175260003 Tumor 0.2
CPT0130070003 Normal 0.2
CPT0204990003 Tumor 0.2
CPT0208770003 Tumor 0.1
CPT0104930003 Tumor 0.1
CPT0147180004 Tumor 0.1
CPT0202740003 Normal 0.1
CPT0126810003 Tumor 0.1
CPT0146400003 Normal 0.1
CPT0175270003 Normal 0.1
CPT0187370003 Tumor 0.1
CPT0202220004 Normal 0.1
CPT0195520003 Normal 0.1
CPT0197520003 Normal 0.1
CPT0207210003 Tumor 0.1
CPT0241210003 Normal 0.1
CPT0126400003 Normal 0.1
CPT0202170003 Tumor 0.1
CPT0232690003 Normal 0.1
CPT0208780003 Normal 0.1
CPT0237060004 Tumor 0.1
CPT0233320003 Tumor 0.1
CPT0217490003 Normal 0.0
CPT0091610003 Tumor 0.0
CPT0069890003 Tumor 0.0
CPT0115860003 Normal 0.0
CPT0191750003 Normal 0.0
CPT0086270003 Normal 0.0
CPT0126450003 Tumor 0.0
CPT0186210003 Normal 0.0
CPT0217420003 Tumor 0.0
CPT0221200003 Tumor 0.0
CPT0219360003 Tumor 0.0
CPT0079050003 Tumor 0.0
CPT0234790003 Tumor 0.0
CPT0237710003 Normal 0.0
CPT0102840003 Normal 0.0
CPT0218280003 Tumor 0.0
CPT0112580003 Tumor -0.1
CPT0245780003 Tumor -0.1
CPT0219390003 Normal -0.1
CPT0237080003 Normal -0.1
CPT0091820003 Tumor -0.1
CPT0112650003 Tumor -0.1
CPT0147700003 Normal -0.1
CPT0126390003 Tumor -0.1
CPT0234930004 Tumor -0.1
CPT0091050003 Tumor -0.1
CPT0098770003 Tumor -0.1
CPT0186130003 Tumor -0.1
CPT0191860003 Tumor -0.1
CPT0115830003 Tumor -0.1
CPT0202350004 Tumor -0.1
CPT0196820003 Normal -0.1
CPT0123350003 Tumor -0.1
CPT0108600003 Normal -0.2
CPT0223820003 Normal -0.2
CPT0090440003 Tumor -0.2
CPT0233120003 Tumor -0.2
CPT0126830003 Normal -0.2
CPT0175160003 Normal -0.2
CPT0204660003 Normal -0.2
CPT0202040003 Normal -0.2
CPT0123370003 Normal -0.2
CPT0237970004 Tumor -0.2
CPT0234560003 Tumor -0.2
CPT0209490003 Tumor -0.2
CPT0209040003 Normal -0.2
CPT0222740003 Normal -0.2
CPT0187380003 Normal -0.3
CPT0104360003 Tumor -0.3
CPT0245790003 Normal -0.3
CPT0098800003 Normal -0.3
CPT0241170003 Tumor -0.3
CPT0227420003 Normal -0.3
CPT0204800003 Tumor -0.3
CPT0001030003 Normal -0.3
CPT0136660003 Normal -0.3
CPT0147680004 Tumor -0.3
CPT0146500003 Normal -0.3
CPT0209020004 Tumor -0.3
CPT0237410004 Tumor -0.3
CPT0064040003 Tumor -0.3
CPT0237690004 Tumor -0.3
CPT0010050003 Tumor -0.4
CPT0126740003 Tumor -0.4
CPT0237570003 Normal -0.4
CPT0196810003 Tumor -0.4
CPT0079060003 Normal -0.4
CPT0204600003 Tumor -0.4
CPT0191710003 Tumor -0.4
CPT0126760003 Normal -0.4
CPT0146380004 Tumor -0.4
CPT0233640003 Normal -0.4
CPT0197100003 Normal -0.4
CPT0238130003 Normal -0.4
CPT0068280003 Tumor -0.4
CPT0237780003 Normal -0.4
CPT0223790003 Tumor -0.4
CPT0023500003 Normal -0.4
CPT0221650003 Tumor -0.5
CPT0225380003 Tumor -0.5
CPT0130410003 Tumor -0.5
CPT0175120003 Tumor -0.5
CPT0108560003 Tumor -0.5
CPT0175390003 Tumor -0.5
CPT0063480003 Tumor -0.5
CPT0232670003 Tumor -0.5
CPT0221660003 Normal -0.5
CPT0227020003 Tumor -0.5
CPT0102790003 Tumor -0.5
CPT0128890003 Tumor -0.5
CPT0083980003 Tumor -0.6
CPT0183250004 Tumor -0.6
CPT0105420003 Tumor -0.6
CPT0197860003 Normal -0.6
CPT0079100003 Tumor -0.6
CPT0101130003 Tumor -0.6
CPT0218310003 Normal -0.6
CPT0079110003 Normal -0.6
CPT0112600003 Normal -0.6
CPT0130270003 Tumor -0.6
CPT0245840003 Normal -0.6
CPT0126530003 Tumor -0.6
CPT0237550004 Tumor -0.6
CPT0237210003 Normal -0.6
CPT0111000004 Normal -0.6
CPT0112730003 Normal -0.7
CPT0245830003 Tumor -0.7
CPT0063430003 Tumor -0.7
CPT0204820003 Normal -0.7
CPT0175410003 Normal -0.7
CPT0104380003 Normal -0.7
CPT0146480004 Tumor -0.7
CPT0126470003 Normal -0.7
CPT0063440003 Normal -0.7
CPT0234820003 Normal -0.7
CPT0222730003 Tumor -0.7
CPT0195510003 Tumor -0.7
CPT0126670003 Tumor -0.7
CPT0112660003 Normal -0.8
CPT0197480003 Tumor -0.8
CPT0010060003 Normal -0.8
CPT0128900003 Normal -0.8
CPT0064050003 Normal -0.8
CPT0197740003 Tumor -0.8
CPT0192540004 Tumor -0.8
CPT0001020003 Tumor -0.8
CPT0087190003 Tumor -0.9
CPT0237200004 Tumor -0.9
CPT0225470003 Normal -0.9
CPT0111150004 Tumor -0.9
CPT0237760003 Tumor -1.1
Show allShow less
LUNG CANCER - Protein expressioni

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

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

 

Antibody stainingi

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

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


Antibody CAB008623
 Staining
  High
  Medium
  Low
  Not detected
 Intensity
  Strong
  Moderate
  Weak
  Negative
 Quantity
  >75%
  75%-25%
  <25%
  None
 Location
  Nuclear
  Cytoplasmic/membranous
  Cytoplasmic/membranous,nuclear
  None
Adenocarcinoma, NOS
Squamous cell carcinoma, NOS

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