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  • TISSUE

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  • TISSUE CELL

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PATHOLOGY 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 LUSC
ANTIBODIES
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Lung cancer
Human pathology
Lung cancer
LUNG SQUAMOUS CELL CARCINOMA (LUSC) - 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.

Read more



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.

Read more
: 1572.2
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.

Read more
: 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 FPKM 1690.2
Number of samples 494
Samples
Sample Description FPKM
TCGA-77-8130-01A 69 years, male, stage:iib, alive, 4765 days 5219.9
TCGA-34-A5IX-01A 80 years, male, white, stage:iib, alive, 1031 days 4970.0
TCGA-66-2755-01A 63 years, male, stage:ib, alive, 28 days 3884.1
TCGA-56-8201-01A 74 years, male, white, stage:iib, dead, 397 days 3785.9
TCGA-22-1017-01A 62 years, male, white, stage:ia, dead, 1485 days 3462.3
TCGA-63-6202-01A male, stage:iia, alive, 1602 days 3390.4
TCGA-22-4596-01A 69 years, female, white, stage:ib, dead, 17 days 3337.9
TCGA-94-7033-01A 73 years, male, white, stage:ib, alive, 640 days 3280.1
TCGA-85-A4PA-01A 61 years, male, white, stage:ib, alive, 741 days 3276.2
TCGA-46-3769-01A 57 years, male, white, alive, 135 days 3249.9
TCGA-85-8479-01A 66 years, male, white, stage:ia, alive, 468 days 3237.3
TCGA-43-6771-01A 85 years, male, white, stage:ib, dead, 166 days 3223.9
TCGA-77-7138-01A 67 years, male, stage:ib, dead, 340 days 3155.8
TCGA-77-A5GB-01B 90 years, male, stage:ib, dead, 937 days 3154.2
TCGA-90-6837-01A 64 years, male, white, stage:iib, alive, 758 days 3024.2
TCGA-21-5784-01A 80 years, female, white, stage:ib, alive, 1268 days 3002.7
TCGA-77-8138-01A 74 years, male, stage:ib, dead, 539 days 2991.0
TCGA-22-5481-01A 72 years, female, white, stage:iib, dead, 2409 days 2978.3
TCGA-98-8020-01A 56 years, female, black or african american, stage:iiia, dead, 84 days 2927.6
TCGA-43-2576-01A 62 years, female, white, stage:iiia, alive, 1223 days 2923.8
TCGA-63-A5MN-01A 78 years, female, stage:iib, dead, 345 days 2867.3
TCGA-34-5236-01A 60 years, male, white, stage:iib, dead, 276 days 2863.0
TCGA-77-A5G1-01A 75 years, male, stage:iiia, alive, 4026 days 2857.8
TCGA-O2-A52Q-01A 45 years, female, white, stage:iii, dead, 113 days 2855.8
TCGA-21-1079-01A 71 years, male, white, stage:iiia, dead, 965 days 2843.5
TCGA-85-A4QQ-01A 68 years, male, white, stage:ib, dead, 927 days 2837.6
TCGA-66-2769-01A 75 years, male, stage:iiib, dead, 215 days 2734.5
TCGA-77-7335-01A 62 years, female, white, stage:iiib, dead, 2133 days 2725.9
TCGA-66-2744-01A 71 years, male, stage:iib, alive, 30 days 2721.7
TCGA-56-8624-01A 84 years, male, white, stage:iib, alive, 420 days 2703.1
TCGA-70-6722-01A 47 years, male, asian, stage:iiia, alive, 367 days 2650.7
TCGA-85-8481-01A 70 years, male, white, stage:iib, dead, 236 days 2633.2
TCGA-18-3417-01A 65 years, male, stage:iv, dead, 1097 days 2629.8
TCGA-60-2723-01A 74 years, female, white, stage:ib, alive, 1092 days 2604.2
TCGA-60-2708-01A 64 years, female, white, stage:iib, alive, 2447 days 2597.1
TCGA-LA-A7SW-01A 71 years, male, black or african american, stage:iiia, dead, 408 days 2595.1
TCGA-33-4589-01A 62 years, female, white, stage:iib, dead, 47 days 2590.4
TCGA-56-8304-01A 73 years, female, white, stage:ia, alive, 106 days 2571.0
TCGA-66-2734-01A 62 years, female, stage:ib, alive, 1311 days 2562.0
TCGA-NK-A5CT-01A 70 years, male, white, stage:ia, alive, 1997 days 2559.8
TCGA-56-8503-01A 76 years, female, white, stage:iib, alive, 41 days 2547.8
TCGA-77-8144-01A 70 years, male, stage:ib, alive, 833 days 2547.0
TCGA-66-2780-01A 65 years, male, stage:ib, dead, 366 days 2546.4
TCGA-77-8131-01A 72 years, male, stage:ib, dead, 383 days 2538.3
TCGA-85-A50M-01A 47 years, male, asian, stage:iia, dead, 826 days 2532.8
TCGA-94-8491-01A 73 years, male, white, stage:iia, alive, 810 days 2506.2
TCGA-60-2713-01A 64 years, male, white, stage:ib, alive, 1731 days 2477.9
TCGA-39-5011-01A 70 years, female, white, stage:ia, alive, 4053 days 2473.7
TCGA-92-8063-01A 52 years, male, white, stage:iiia, alive, 122 days 2428.5
TCGA-60-2720-01A 60 years, female, white, stage:ib, alive, 97 days 2428.2
TCGA-22-0940-01A 71 years, male, white, stage:iia, dead, 669 days 2419.4
TCGA-33-4566-01A 40 years, male, white, stage:ib, dead, 5287 days 2415.0
TCGA-85-A53L-01A 63 years, male, asian, stage:iia, alive, 377 days 2392.2
TCGA-43-6773-01A 76 years, male, white, stage:iib, dead, 116 days 2385.5
TCGA-43-5670-01A 70 years, male, white, stage:iia, alive, 849 days 2381.1
TCGA-22-1011-01A 73 years, male, white, stage:ib, dead, 53 days 2354.6
TCGA-21-1070-01A 61 years, female, black or african american, stage:iiia, alive, 3636 days 2354.0
TCGA-66-2782-01A 71 years, male, stage:iib, dead, 365 days 2352.4
TCGA-22-5479-01A 64 years, male, white, stage:ib, dead, 2625 days 2350.2
TCGA-56-6545-01A 77 years, female, white, stage:ib, alive, 666 days 2341.3
TCGA-77-8156-01A 60 years, male, stage:ib, alive, 1106 days 2332.3
TCGA-37-3789-01A 65 years, male, white, stage:ib, alive, 13 days 2324.4
TCGA-56-5897-01A 74 years, male, white, stage:ia, alive, 378 days 2311.0
TCGA-60-2698-01A 62 years, male, white, stage:iib, dead, 311 days 2308.3
TCGA-77-A5FZ-01A 64 years, male, stage:iiib, dead, 3838 days 2307.8
TCGA-37-A5EL-01A 53 years, male, white, stage:iib, dead, 1143 days 2306.2
TCGA-22-5473-01A 78 years, male, white, dead, 1933 days 2305.0
TCGA-98-7454-01A 73 years, male, white, stage:ib, alive, 652 days 2297.4
TCGA-21-5782-01A 68 years, female, white, stage:ib, dead, 962 days 2291.7
TCGA-21-5783-01A 76 years, male, white, stage:ib, dead, 2680 days 2290.2
TCGA-60-2724-01A 47 years, male, white, stage:iiia, alive, 717 days 2285.1
TCGA-68-7757-01B 74 years, male, white, stage:ia, alive, 211 days 2282.1
TCGA-60-2707-01A 70 years, male, stage:ib, dead, 667 days 2278.3
TCGA-21-A5DI-01A 77 years, male, white, stage:ia, alive, 979 days 2274.1
TCGA-68-8251-01A 78 years, male, white, stage:ib, alive, 406 days 2272.0
TCGA-85-8048-01A 62 years, male, white, stage:ia, alive, 765 days 2266.1
TCGA-77-8007-01A 68 years, male, stage:iib, dead, 198 days 2262.6
TCGA-NK-A7XE-01A 66 years, male, black or african american, stage:iiib, alive, 13 days 2262.5
TCGA-22-0944-01A 61 years, male, white, stage:ib, dead, 223 days 2245.3
TCGA-52-7810-01A 60 years, female, white, stage:iib, alive, 923 days 2242.3
TCGA-66-2765-01A 64 years, male, stage:ib, alive, 61 days 2237.6
TCGA-63-A5MH-01A 68 years, male, stage:ia, alive, 2026 days 2217.2
TCGA-22-4593-01A 77 years, male, white, stage:iia, dead, 1067 days 2208.5
TCGA-21-1081-01A 69 years, male, white, stage:iib, dead, 284 days 2202.4
TCGA-22-5489-01A 64 years, male, white, stage:ia, dead, 1912 days 2200.7
TCGA-34-2608-01A 84 years, male, white, stage:ib, dead, 1000 days 2195.3
TCGA-77-7337-01A 65 years, male, white, stage:iib, dead, 3253 days 2188.5
TCGA-85-6798-01A 57 years, male, white, stage:iiia, dead, 195 days 2187.9
TCGA-33-4533-01A 76 years, female, black or african american, stage:ib, alive, 4068 days 2164.6
TCGA-34-5241-01A 79 years, male, white, stage:ib, dead, 515 days 2161.9
TCGA-33-6737-01A 71 years, male, white, stage:iiia, dead, 601 days 2158.8
TCGA-37-3783-01A 51 years, male, white, stage:iiia, alive, 122 days 2156.5
TCGA-98-A538-01A 67 years, male, white, stage:iib, alive, 826 days 2156.2
TCGA-46-3766-01A 62 years, female, white, stage:ia, alive, 370 days 2150.0
TCGA-60-2714-01A 66 years, female, white, stage:iib, alive, 1531 days 2147.4
TCGA-39-5039-01A 76 years, male, white, stage:iia, dead, 544 days 2139.4
TCGA-85-6175-01A 63 years, female, white, stage:iib, dead, 294 days 2136.3
TCGA-NC-A5HM-01A 76 years, male, white, stage:ib, alive, 1212 days 2114.5
TCGA-18-3414-01A 73 years, male, asian, stage:iv, dead, 716 days 2107.5
TCGA-34-5928-01A 83 years, female, white, stage:iib, alive, 1196 days 2098.2
TCGA-96-8169-01A 67 years, female, white, stage:ia, alive, 557 days 2096.1
TCGA-18-3409-01A 74 years, male, white, stage:ia, alive, 3747 days 2095.1
TCGA-22-1012-01A 80 years, female, white, stage:ib, dead, 429 days 2085.5
TCGA-66-2785-01A 65 years, male, stage:ib, alive, 60 days 2078.1
TCGA-56-7731-01A 66 years, female, white, stage:ib, dead, 3 days 2071.5
TCGA-92-7340-01A 45 years, female, white, stage:iia, alive, 82 days 2068.0
TCGA-66-2768-01A 57 years, male, stage:iib, alive, 61 days 2066.6
TCGA-56-A5DR-01A 81 years, male, white, stage:ia, alive, 4 days 2036.9
TCGA-56-A4ZJ-01A 75 years, female, white, stage:ia, alive, 640 days 2036.3
TCGA-77-8008-01A 68 years, male, stage:ib, dead, 2639 days 2035.1
TCGA-85-8582-01A 49 years, male, white, stage:ia, alive, 1160 days 2029.6
TCGA-22-5478-01A 79 years, male, stage:ib, dead, 24 days 2025.0
TCGA-22-5483-01A 74 years, male, white, stage:iia, dead, 573 days 2020.4
TCGA-33-A4WN-01A 61 years, male, white, stage:ib, dead, 143 days 2007.4
TCGA-85-A4JB-01A 74 years, male, white, stage:iib, alive, 942 days 1997.6
TCGA-60-2709-01A 69 years, male, black or african american, stage:ib, alive, 1505 days 1988.9
TCGA-60-2715-01A 52 years, male, white, stage:ia, dead, 1075 days 1983.0
TCGA-37-A5EM-01A 49 years, male, white, stage:ii, alive, 867 days 1980.5
TCGA-63-7020-01A male, stage:ia, alive, 2133 days 1980.2
TCGA-77-8146-01A 72 years, male, stage:ia, alive, 3189 days 1971.2
TCGA-77-8139-01A 72 years, male, stage:iib, alive, 3166 days 1970.4
TCGA-43-6647-01A 69 years, female, white, stage:iib, alive, 757 days 1962.8
TCGA-60-2696-01A 76 years, female, black or african american, stage:iia, dead, 109 days 1953.5
TCGA-34-8455-01A 67 years, male, white, stage:iv, dead, 123 days 1946.6
TCGA-94-A4VJ-01A 71 years, female, white, stage:ia, alive, 430 days 1944.2
TCGA-60-2697-01A 41 years, male, white, stage:iia, dead, 372 days 1944.2
TCGA-39-5030-01A 81 years, female, asian, stage:iiia, dead, 59 days 1935.5
TCGA-33-AASI-01A 65 years, female, black or african american, stage:iib, dead, 1344 days 1925.4
TCGA-66-2777-01A 71 years, male, stage:ib, alive, 61 days 1924.6
TCGA-43-2581-01A 47 years, female, white, stage:iiia, alive, 1176 days 1924.2
TCGA-22-4607-01A 75 years, male, white, stage:ib, dead, 587 days 1911.7
TCGA-37-3792-01A 69 years, male, white, stage:ib, alive, 12 days 1909.9
TCGA-66-2742-01A 70 years, male, stage:iv, alive, 641 days 1909.2
TCGA-85-6561-01A 66 years, male, white, stage:ib, alive, 1224 days 1904.0
TCGA-56-5898-01A 69 years, male, white, stage:ia, alive, 555 days 1901.2
TCGA-77-8148-01A 68 years, male, stage:iiia, alive, 2023 days 1897.6
TCGA-85-A4JC-01A 84 years, male, white, stage:iia, dead, 604 days 1897.3
TCGA-21-5787-01A 65 years, male, black or african american, stage:iiia, dead, 329 days 1896.5
TCGA-O2-A52W-01A 63 years, male, black or african american, stage:i, dead, 261 days 1891.6
TCGA-L3-A4E7-01A 71 years, male, white, stage:ib, alive, 392 days 1888.2
TCGA-21-1076-01A 54 years, female, white, stage:ib, alive, 1852 days 1885.5
TCGA-77-8136-01A 74 years, female, stage:iib, dead, 1189 days 1883.5
TCGA-22-1005-01A 63 years, male, white, stage:ia, dead, 1953 days 1871.9
TCGA-22-1000-01A 76 years, male, white, stage:ib, dead, 454 days 1870.2
TCGA-33-4586-01A 57 years, male, white, stage:iiia, dead, 428 days 1869.9
TCGA-85-8666-01A 65 years, male, white, stage:ib, dead, 687 days 1865.6
TCGA-22-4595-01A 57 years, male, white, stage:iiia, dead, 734 days 1864.8
TCGA-77-A5GH-01A 81 years, male, stage:ib, alive, 1182 days 1859.4
TCGA-63-A5MR-01A 70 years, female, stage:ib, alive, 2716 days 1855.7
TCGA-63-A5MT-01A 74 years, male, stage:iib, alive, 498 days 1855.0
TCGA-33-4547-01A 68 years, male, white, stage:ib, alive, 2419 days 1852.6
TCGA-22-5471-01A 76 years, male, white, stage:ib, alive, 1845 days 1851.3
TCGA-60-2695-01A 74 years, female, white, stage:ib, alive, 642 days 1845.8
TCGA-58-A46J-01A 64 years, male, white, stage:iib, alive, 2589 days 1845.7
TCGA-22-5472-01A 67 years, male, white, stage:ib, dead, 1975 days 1837.9
TCGA-O2-A52N-01A 78 years, male, white, stage:i, dead, 1006 days 1836.7
TCGA-60-2725-01A 74 years, male, white, stage:ib, alive, 816 days 1830.5
TCGA-37-5819-01A 65 years, male, white, stage:iiia, alive, 103 days 1829.3
TCGA-39-5022-01A 76 years, male, white, stage:ib, dead, 1679 days 1823.4
TCGA-63-A5MM-01A 69 years, female, stage:iib, dead, 456 days 1821.6
TCGA-43-8115-01A 72 years, female, white, stage:iia, alive, 407 days 1820.3
TCGA-34-5239-01A 75 years, male, white, stage:iiia, alive, 1834 days 1816.5
TCGA-77-6844-01A 74 years, male, white, stage:iiia, dead, 2284 days 1812.7
TCGA-56-8309-01A 66 years, male, white, stage:ia, alive, 428 days 1807.5
TCGA-98-A53H-01A 76 years, female, white, stage:ia, alive, 618 days 1802.3
TCGA-NC-A5HH-01A 53 years, male, white, stage:ia, alive, 37 days 1802.1
TCGA-33-4538-01A 66 years, male, white, stage:iiia, dead, 2979 days 1789.4
TCGA-66-2790-01A 72 years, male, stage:iib, alive, 699 days 1788.2
TCGA-58-8386-01A 75 years, male, stage:iv, dead, 1 days 1784.3
TCGA-21-1082-01A 61 years, male, white, stage:ib, alive, 3644 days 1783.2
TCGA-22-4605-01A 78 years, female, stage:ib, dead, 974 days 1782.5
TCGA-52-7812-01A 68 years, male, white, dead, 835 days 1778.9
TCGA-66-2737-01A 72 years, male, stage:iib, alive, 61 days 1769.0
TCGA-56-8625-01A 66 years, female, white, stage:iiia, dead, 315 days 1766.2
TCGA-22-1016-01A 65 years, male, white, stage:ib, dead, 822 days 1764.4
TCGA-NC-A5HF-01A 74 years, male, white, stage:iiib, dead, 138 days 1764.2
TCGA-66-2767-01A 62 years, male, stage:iiib, alive, 61 days 1761.8
TCGA-51-4079-01A 73 years, female, black or african american, stage:ib, dead, 12 days 1760.7
TCGA-77-A5G3-01A 63 years, male, stage:iib, alive, 4570 days 1760.7
TCGA-85-8288-01A 70 years, male, white, stage:iia, dead, 402 days 1760.1
TCGA-85-A4CN-01A 56 years, female, white, stage:iib, alive, 1038 days 1753.2
TCGA-60-2726-01A 56 years, male, white, stage:iia, dead, 358 days 1753.0
TCGA-98-8021-01A 75 years, female, white, stage:ia, alive, 937 days 1750.9
TCGA-92-7341-01A 71 years, male, white, stage:ib, alive, 106 days 1750.1
TCGA-60-2712-01A 79 years, female, white, stage:iib, dead, 274 days 1748.5
TCGA-77-A5G7-01B 63 years, male, stage:ia, dead, 180 days 1741.1
TCGA-22-5482-01A 81 years, male, white, stage:ib, dead, 357 days 1738.1
TCGA-58-8393-01A 68 years, female, white, stage:ib, alive, 1058 days 1736.9
TCGA-NC-A5HP-01A 69 years, male, white, stage:iv, dead, 770 days 1736.7
TCGA-56-8626-01A 60 years, male, white, stage:ia, dead, 302 days 1733.7
TCGA-98-A539-01A 63 years, male, white, stage:iib, alive, 173 days 1722.5
TCGA-85-8352-01A 67 years, male, white, stage:iiia, dead, 161 days 1722.5
TCGA-63-7022-01A female, stage:ia, alive, 2073 days 1719.5
TCGA-39-5024-01A 65 years, female, white, stage:iiia, alive, 2510 days 1718.9
TCGA-66-2788-01A 56 years, male, stage:ib, alive, 699 days 1717.0
TCGA-77-8128-01A 60 years, male, stage:iiia, dead, 1150 days 1715.8
TCGA-NC-A5HG-01A 59 years, male, white, stage:iiia, alive, 1963 days 1712.0
TCGA-56-7823-01B 58 years, female, white, stage:iia, alive, 1011 days 1705.0
TCGA-77-8133-01A 74 years, male, stage:iia, dead, 1640 days 1702.8
TCGA-90-A4EE-01A 53 years, male, white, stage:iia, alive, 688 days 1699.4
TCGA-85-A511-01A 62 years, male, white, stage:iib, dead, 455 days 1699.1
TCGA-63-A5MG-01A 68 years, male, stage:ib, alive, 2148 days 1697.3
TCGA-18-3411-01A 64 years, female, stage:iiia, alive, 3576 days 1695.2
TCGA-98-8023-01A 70 years, male, white, stage:iiia, alive, 649 days 1693.5
TCGA-60-2721-01A 73 years, male, white, stage:ib, alive, 983 days 1679.3
TCGA-22-1002-01A 69 years, male, white, stage:ia, dead, 131 days 1677.1
TCGA-85-8664-01A 73 years, male, white, stage:iib, dead, 550 days 1674.9
TCGA-56-8305-01A 72 years, male, white, stage:ib, alive, 105 days 1672.1
TCGA-56-8628-01A 78 years, male, white, stage:ia, alive, 616 days 1671.5
TCGA-39-5019-01A 70 years, male, white, stage:ib, alive, 3387 days 1670.1
TCGA-85-8584-01A 71 years, male, white, stage:iia, dead, 383 days 1668.3
TCGA-77-6845-01A 69 years, male, white, stage:iib, dead, 708 days 1667.4
TCGA-56-8623-01A 71 years, male, white, stage:ib, dead, 692 days 1664.5
TCGA-22-5474-01A 74 years, male, white, stage:ib, dead, 445 days 1660.9
TCGA-85-8351-01A 72 years, male, white, stage:iia, alive, 510 days 1658.0
TCGA-22-4599-01A 73 years, female, white, stage:ib, dead, 1161 days 1657.3
TCGA-60-2706-01A 58 years, male, white, stage:ia, alive, 2820 days 1652.7
TCGA-18-4086-01A 65 years, male, stage:ib, dead, 85 days 1651.5
TCGA-60-2719-01A 83 years, female, white, stage:ib, alive, 1297 days 1649.3
TCGA-34-5232-01A 75 years, female, black or african american, stage:iia, alive, 2471 days 1648.7
TCGA-46-3767-01A 76 years, male, white, stage:ia, alive, 388 days 1648.6
TCGA-92-8064-01A 58 years, male, white, alive, 160 days 1643.1
TCGA-56-7822-01A 76 years, male, black or african american, stage:iib, dead, 532 days 1639.1
TCGA-39-5034-01A 73 years, female, white, stage:iib, dead, 1107 days 1638.4
TCGA-77-7465-01A 59 years, male, white, stage:iia, alive, 990 days 1634.3
TCGA-22-5491-01A 74 years, male, white, stage:ia, dead, 1713 days 1633.9
TCGA-52-7622-01A 62 years, female, white, stage:ia, alive, 862 days 1632.3
TCGA-85-8049-01A 57 years, male, white, stage:ib, alive, 579 days 1631.3
TCGA-39-5031-01A 77 years, female, stage:ia, dead, 1841 days 1630.8
TCGA-52-7811-01A 67 years, male, white, stage:ib, dead, 266 days 1630.7
TCGA-94-7557-01A 73 years, male, black or african american, stage:ib, dead, 5 days 1630.1
TCGA-56-8504-01A 74 years, male, white, stage:ib, alive, 510 days 1630.0
TCGA-NC-A5HK-01A 58 years, female, white, stage:iib, alive, 128 days 1624.8
TCGA-94-8035-01A 64 years, male, white, stage:iib, alive, 122 days 1624.1
TCGA-77-A5G6-01A 66 years, male, stage:iiia, dead, 678 days 1623.4
TCGA-94-7943-01A 80 years, male, white, stage:ia, alive, 559 days 1621.8
TCGA-18-3412-01A 52 years, male, white, stage:ib, dead, 345 days 1617.3
TCGA-22-4609-01A 81 years, male, white, stage:ia, dead, 291 days 1615.6
TCGA-43-7656-01A 71 years, male, white, stage:ia, alive, 596 days 1610.0
TCGA-34-2596-01A 70 years, male, white, stage:iib, dead, 80 days 1608.9
TCGA-77-8145-01A 73 years, male, stage:iiib, dead, 212 days 1607.6
TCGA-NK-A5CX-01A 73 years, male, white, stage:iia, alive, 111 days 1602.4
TCGA-85-A5B5-01A 58 years, male, white, stage:ia, alive, 111 days 1602.0
TCGA-O2-A52V-01A 75 years, female, black or african american, stage:ii, dead, 1335 days 1600.7
TCGA-MF-A522-01A 54 years, male, white, stage:ib, dead, 360 days 1595.8
TCGA-43-5668-01A 78 years, male, white, stage:iia, dead, 559 days 1594.7
TCGA-77-7463-01A 75 years, male, white, stage:ib, dead, 1423 days 1593.3
TCGA-66-2753-01A 69 years, male, stage:ib, alive, 31 days 1585.8
TCGA-56-8629-01A 63 years, male, white, stage:iia, alive, 481 days 1585.1
TCGA-39-5028-01A 75 years, male, white, stage:iiia, dead, 52 days 1584.9
TCGA-18-3407-01A 72 years, male, asian, stage:ib, dead, 136 days 1582.7
TCGA-43-8118-01A 55 years, female, white, stage:ia, dead, 89 days 1582.1
TCGA-96-A4JL-01A 78 years, female, asian, stage:iia, alive, 842 days 1581.3
TCGA-85-8355-01A 63 years, male, white, stage:ia, alive, 61 days 1578.9
TCGA-18-3415-01A 77 years, male, stage:ib, dead, 2803 days 1578.4
TCGA-85-8052-01A 53 years, male, white, stage:iib, alive, 734 days 1577.6
TCGA-66-2800-01A 70 years, male, stage:iiib, alive, 1492 days 1577.6
TCGA-34-8454-01A 62 years, female, white, stage:iiia, alive, 1180 days 1577.1
TCGA-85-8353-01A 72 years, male, white, stage:iiia, dead, 94 days 1576.6
TCGA-22-4604-01A 73 years, male, white, stage:iia, dead, 399 days 1575.0
TCGA-43-2578-01A 59 years, female, white, stage:ia, dead, 684 days 1573.3
TCGA-56-A4BW-01A 55 years, male, white, stage:iia, alive, 585 days 1571.1
TCGA-43-A474-01A 66 years, male, white, stage:iia, alive, 353 days 1568.7
TCGA-68-7756-01A 84 years, male, white, stage:iiia, alive, 202 days 1567.6
TCGA-98-A53J-01A 78 years, male, white, stage:ib, alive, 630 days 1551.3
TCGA-NC-A5HI-01A 68 years, female, white, stage:ib, alive, 1743 days 1550.1
TCGA-66-2759-01A 66 years, male, stage:iiia, alive, 762 days 1538.6
TCGA-58-A46L-01A 73 years, male, white, stage:iiia, alive, 1723 days 1536.2
TCGA-66-2783-01A 67 years, male, stage:iiib, alive, 759 days 1532.4
TCGA-85-A513-01A 60 years, female, asian, stage:ia, alive, 910 days 1531.0
TCGA-85-8276-01A 62 years, male, white, stage:iia, alive, 1050 days 1520.4
TCGA-68-8250-01A 66 years, male, black or african american, stage:ia, alive, 244 days 1517.7
TCGA-NC-A5HN-01A 77 years, male, white, stage:iia, alive, 1499 days 1510.6
TCGA-63-7023-01A male, stage:iia, alive, 1682 days 1509.4
TCGA-77-7139-01A 56 years, male, white, stage:iib, alive, 4261 days 1507.3
TCGA-98-A53C-01A 77 years, female, white, stage:ia, alive, 822 days 1506.7
TCGA-85-7843-01A 50 years, male, white, stage:iia, alive, 35 days 1503.9
TCGA-43-6770-01A 59 years, female, black or african american, stage:ib, alive, 653 days 1501.4
TCGA-66-2763-01A 63 years, female, stage:ib, alive, 30 days 1499.6
TCGA-77-A5G8-01B 71 years, male, stage:iib, alive, 1884 days 1499.6
TCGA-LA-A446-01A 69 years, male, white, stage:ia, alive, 401 days 1498.5
TCGA-85-7710-01A 59 years, female, white, stage:ia, alive, 42 days 1498.0
TCGA-46-3765-01A 59 years, female, white, stage:ia, alive, 405 days 1495.0
TCGA-58-8388-01A 60 years, male, white, stage:ib, dead, 412 days 1494.6
TCGA-43-A56U-01A 76 years, female, white, stage:ia, alive, 432 days 1493.8
TCGA-90-7964-01A 70 years, male, white, stage:ib, alive, 428 days 1493.3
TCGA-77-8153-01A 77 years, female, stage:ib, alive, 1992 days 1490.7
TCGA-34-2600-01A 76 years, female, white, stage:ia, dead, 1874 days 1489.0
TCGA-21-1072-01A 75 years, male, white, stage:ib, alive, 3016 days 1486.4
TCGA-60-2710-01A 67 years, female, white, stage:iia, alive, 2024 days 1485.4
TCGA-39-5037-01A 65 years, male, white, stage:iia, alive, 1690 days 1483.6
TCGA-66-2794-01A 64 years, male, stage:iiib, alive, 1645 days 1483.0
TCGA-18-3410-01A 81 years, male, stage:iib, dead, 146 days 1479.5
TCGA-56-7580-01A 84 years, male, white, stage:ib, alive, 925 days 1478.5
TCGA-33-4583-01A 73 years, male, white, stage:ia, dead, 4601 days 1476.5
TCGA-39-5035-01A 72 years, female, white, stage:ia, alive, 2080 days 1474.0
TCGA-39-5021-01A 70 years, male, white, stage:ib, dead, 2086 days 1473.5
TCGA-56-1622-01A 58 years, male, white, stage:ib, dead, 881 days 1471.6
TCGA-18-5595-01A 50 years, male, stage:ib, dead, 827 days 1470.9
TCGA-33-6738-01A 80 years, male, white, stage:iiia, alive, 1927 days 1469.7
TCGA-96-7545-01A 73 years, male, white, stage:ia, dead, 1736 days 1466.8
TCGA-85-8350-01A 61 years, male, white, stage:ia, alive, 683 days 1466.6
TCGA-66-2773-01A 69 years, male, stage:ib, dead, 92 days 1465.4
TCGA-90-7766-01A 66 years, female, white, stage:ia, alive, 289 days 1461.8
TCGA-56-7222-01A 60 years, male, white, stage:ib, dead, 562 days 1458.8
TCGA-90-A59Q-01A 61 years, female, white, stage:iia, dead, 322 days 1454.0
TCGA-60-2711-01A 64 years, female, white, stage:ib, alive, 1260 days 1450.9
TCGA-85-8287-01A 72 years, male, white, stage:ia, dead, 23 days 1445.8
TCGA-39-5027-01A 73 years, male, white, stage:ib, alive, 3108 days 1444.8
TCGA-18-3421-01A 65 years, male, white, stage:ib, alive, 2645 days 1440.6
TCGA-60-2704-01A 73 years, male, white, stage:iib, dead, 1154 days 1439.2
TCGA-85-7698-01A 48 years, male, white, stage:ia, alive, 952 days 1438.9
TCGA-77-6842-01A 79 years, male, white, stage:iib, dead, 899 days 1435.6
TCGA-34-7107-01A 70 years, male, white, stage:ii, dead, 34 days 1434.7
TCGA-60-2703-01A 73 years, male, white, stage:iib, dead, 2945 days 1434.5
TCGA-34-5929-01A 79 years, female, white, stage:ib, dead, 151 days 1434.1
TCGA-66-2791-01A 66 years, male, stage:iiib, dead, 153 days 1433.1
TCGA-66-2778-01A 68 years, female, stage:iiib, alive, 578 days 1432.8
TCGA-77-8143-01A 76 years, male, stage:iiia, dead, 803 days 1430.1
TCGA-77-7140-01A 69 years, female, white, stage:iib, dead, 632 days 1429.1
TCGA-68-A59J-01A 74 years, female, white, stage:ib, alive, 409 days 1423.2
TCGA-85-7950-01A 46 years, male, white, stage:ib, alive, 576 days 1421.2
TCGA-58-8392-01A 70 years, male, white, stage:ib, dead, 501 days 1421.0
TCGA-77-7338-01A 64 years, male, white, stage:ib, dead, 5 days 1420.9
TCGA-33-4587-01A 63 years, female, white, stage:ib, dead, 1656 days 1416.8
TCGA-NC-A5HE-01A 60 years, male, white, stage:iib, alive, 2336 days 1416.2
TCGA-77-A5GA-01A 76 years, male, stage:ib, alive, 1280 days 1406.5
TCGA-43-A56V-01A 61 years, male, black or african american, stage:iiia, alive, 366 days 1405.6
TCGA-77-8140-01A 66 years, female, stage:iib, dead, 351 days 1402.9
TCGA-18-4721-01A 74 years, male, white, stage:ia, alive, 4694 days 1400.5
TCGA-94-A5I6-01A 62 years, male, white, stage:iib, alive, 538 days 1400.0
TCGA-98-8022-01A 61 years, male, white, stage:ia, dead, 933 days 1396.4
TCGA-56-7579-01A 62 years, male, white, stage:iiia, dead, 951 days 1395.1
TCGA-98-A53D-01A 68 years, male, white, stage:iib, dead, 645 days 1393.1
TCGA-NC-A5HJ-01A 59 years, male, white, stage:iib, dead, 418 days 1389.3
TCGA-66-2789-01A 73 years, male, stage:iiib, dead, 123 days 1388.7
TCGA-XC-AA0X-01A 77 years, female, black or african american, stage:ia, dead, 6 days 1387.9
TCGA-68-7755-01A 60 years, female, white, stage:iia, alive, 83 days 1381.5
TCGA-39-5029-01A 67 years, male, white, stage:iiia, dead, 740 days 1378.5
TCGA-NC-A5HQ-01A 70 years, male, white, stage:iiia, dead, 448 days 1375.0
TCGA-90-7769-01A 55 years, male, white, stage:iib, alive, 358 days 1374.1
TCGA-85-7697-01A 49 years, male, white, stage:iib, alive, 1063 days 1371.1
TCGA-37-A5EN-01A 59 years, male, white, stage:iiib, alive, 660 days 1371.1
TCGA-43-8116-01A 73 years, male, white, stage:ia, alive, 358 days 1371.0
TCGA-21-1077-01A 64 years, male, white, stage:iib, dead, 1058 days 1369.5
TCGA-85-8580-01A 52 years, female, white, stage:ib, alive, 1113 days 1367.1
TCGA-85-A4QR-01A 67 years, male, white, stage:ib, alive, 600 days 1366.4
TCGA-34-5234-01A 71 years, female, white, stage:ia, alive, 2271 days 1364.0
TCGA-85-7844-01A 71 years, male, white, stage:ib, alive, 911 days 1362.6
TCGA-21-1075-01A 57 years, male, white, stage:iib, alive, 2134 days 1362.1
TCGA-33-4582-01A 55 years, male, white, stage:ia, dead, 3149 days 1360.0
TCGA-90-7767-01A 56 years, male, white, stage:iib, alive, 89 days 1358.4
TCGA-33-AASD-01A 83 years, male, black or african american, stage:ia, dead, 3376 days 1354.9
TCGA-56-A62T-01A 78 years, male, black or african american, stage:iia, alive, 440 days 1351.4
TCGA-22-5485-01A 58 years, female, white, stage:ia, dead, 916 days 1350.9
TCGA-85-7699-01A 73 years, male, white, stage:iiia, dead, 1001 days 1349.2
TCGA-37-4130-01A 56 years, male, white, stage:ia, alive, 247 days 1345.9
TCGA-21-1071-01A 67 years, male, white, stage:ib, dead, 1426 days 1344.4
TCGA-94-8490-01A 70 years, male, white, stage:iib, alive, 153 days 1344.3
TCGA-56-A49D-01A 67 years, male, white, stage:iiia, alive, 637 days 1343.2
TCGA-58-8390-01A 70 years, male, white, stage:iia, alive, 911 days 1334.4
TCGA-63-A5MS-01A 78 years, male, stage:ib, alive, 2381 days 1334.3
TCGA-96-8170-01A 75 years, female, white, stage:iia, alive, 531 days 1333.6
TCGA-34-8456-01A 71 years, female, white, stage:iia, alive, 804 days 1333.5
TCGA-58-8387-01A 60 years, male, white, stage:iia, dead, 403 days 1333.4
TCGA-66-2781-01A 67 years, male, stage:ib, alive, 121 days 1332.5
TCGA-18-3416-01A 83 years, male, stage:iib, dead, 973 days 1332.4
TCGA-66-2771-01A 60 years, male, stage:iib, alive, 578 days 1309.7
TCGA-63-7021-01A male, stage:ia, alive, 2142 days 1309.1
TCGA-33-AASB-01A 66 years, male, black or african american, stage:ib, dead, 211 days 1306.4
TCGA-96-A4JK-01A 65 years, male, white, stage:iia, alive, 589 days 1300.8
TCGA-22-5480-01A 66 years, female, white, stage:ia, dead, 2170 days 1295.3
TCGA-46-3768-01A 58 years, male, white, stage:iiia, dead, 299 days 1292.2
TCGA-98-A53I-01A 64 years, male, white, stage:iia, alive, 565 days 1291.7
TCGA-56-8308-01A 79 years, male, white, stage:iib, alive, 517 days 1289.7
TCGA-34-5927-01A 70 years, female, white, stage:ia, alive, 1361 days 1289.7
TCGA-56-8622-01A 68 years, male, white, stage:ib, alive, 55 days 1285.6
TCGA-96-7544-01A 83 years, male, white, stage:iib, dead, 2160 days 1284.0
TCGA-56-7221-01A 79 years, male, white, stage:ib, alive, 608 days 1280.4
TCGA-66-2786-01A 68 years, female, stage:ia, alive, 790 days 1274.9
TCGA-85-8277-01A 70 years, male, white, stage:iiia, dead, 307 days 1272.3
TCGA-NC-A5HD-01A 79 years, male, white, stage:iib, dead, 2 days 1270.1
TCGA-85-A50Z-01A 57 years, male, white, stage:iia, alive, 493 days 1269.5
TCGA-39-5036-01A 73 years, male, white, stage:ib, alive, 2165 days 1268.0
TCGA-22-4594-01A 60 years, female, stage:iiia, dead, 1470 days 1267.7
TCGA-60-2722-01A 66 years, male, white, stage:iib, alive, 908 days 1263.7
TCGA-68-A59I-01A 73 years, female, black or african american, stage:iiia, alive, 428 days 1262.3
TCGA-77-8150-01A 64 years, male, stage:iiia, dead, 1655 days 1250.9
TCGA-34-5231-01A 72 years, male, white, stage:ia, dead, 1984 days 1249.5
TCGA-77-8154-01A 67 years, male, stage:ia, alive, 1841 days 1241.0
TCGA-21-5786-01A 64 years, male, white, stage:ib, alive, 1032 days 1240.2
TCGA-85-8354-01A 53 years, male, white, stage:ib, alive, 995 days 1233.9
TCGA-58-8391-01A 57 years, female, white, stage:iiia, alive, 2167 days 1232.4
TCGA-43-3394-01A 52 years, male, black or african american, stage:ib, dead, 1190 days 1226.3
TCGA-85-6560-01A 59 years, male, white, stage:iia, alive, 1259 days 1226.3
TCGA-85-A4CL-01A 65 years, male, white, stage:ia, dead, 921 days 1223.4
TCGA-56-A4ZK-01A 76 years, female, white, stage:ib, alive, 570 days 1222.4
TCGA-33-AAS8-01A 59 years, female, black or african american, stage:ia, dead, 1114 days 1219.4
TCGA-56-7582-01A 84 years, male, white, stage:ib, alive, 601 days 1216.6
TCGA-92-8065-01A 74 years, female, white, stage:iib, alive, 70 days 1214.9
TCGA-43-7658-01A 75 years, female, white, stage:ia, dead, 2378 days 1212.6
TCGA-43-7657-01A 68 years, female, white, stage:ia, alive, 236 days 1206.9
TCGA-66-2756-01A 68 years, male, stage:iiib, alive, 30 days 1200.9
TCGA-43-6143-01A 70 years, male, white, stage:ib, alive, 699 days 1197.2
TCGA-L3-A524-01A 45 years, female, white, stage:iib, dead, 490 days 1193.7
TCGA-37-4135-01A 68 years, male, white, stage:ib, alive, 207 days 1192.5
TCGA-51-4081-01A 55 years, male, white, stage:iib, alive, 911 days 1187.9
TCGA-58-A46N-01A 52 years, male, white, stage:ib, alive, 910 days 1184.6
TCGA-22-5492-01A 73 years, female, stage:iiia, dead, 506 days 1183.4
TCGA-66-2792-01A 58 years, male, stage:iib, alive, 913 days 1182.5
TCGA-77-8009-01A 68 years, male, stage:iib, dead, 1695 days 1181.3
TCGA-34-5240-01A 73 years, female, white, stage:iib, alive, 1541 days 1176.9
TCGA-39-5016-01A 44 years, male, white, stage:iia, alive, 3850 days 1175.7
TCGA-22-4591-01A 80 years, male, white, stage:iiia, dead, 623 days 1168.9
TCGA-58-A46M-01A 61 years, male, white, stage:iib, alive, 1072 days 1167.4
TCGA-22-4613-01A 73 years, female, white, stage:ia, dead, 358 days 1160.9
TCGA-18-4083-01A 63 years, male, white, stage:iib, dead, 188 days 1158.7
TCGA-63-A5MJ-01A 54 years, male, stage:iib, alive, 1824 days 1156.4
TCGA-56-7730-01A 73 years, male, white, stage:iia, dead, 198 days 1155.8
TCGA-56-A5DS-01A 72 years, female, white, stage:ib, alive, 8 days 1146.0
TCGA-46-6025-01A 71 years, male, white, stage:iib, alive, 324 days 1143.4
TCGA-66-2793-01A 68 years, male, stage:iiib, dead, 306 days 1141.4
TCGA-51-6867-01A 72 years, female, white, stage:i, dead, 1856 days 1141.3
TCGA-66-2787-01A 57 years, male, stage:ia, alive, 1217 days 1139.0
TCGA-77-A5GF-01A 70 years, male, stage:iia, dead, 840 days 1135.5
TCGA-63-A5ML-01A 68 years, male, stage:ib, alive, 1386 days 1129.8
TCGA-85-A510-01A 74 years, female, white, stage:iib, alive, 482 days 1126.2
TCGA-56-7223-01A 66 years, male, white, stage:iiia, dead, 442 days 1123.4
TCGA-56-8307-01A 55 years, female, white, stage:iib, alive, 818 days 1122.0
TCGA-85-8072-01A 60 years, male, white, stage:ia, alive, 932 days 1121.9
TCGA-43-A475-01A 67 years, female, white, stage:iib, alive, 296 days 1118.1
TCGA-56-A4BY-01A 66 years, male, white, stage:ib, dead, 543 days 1116.4
TCGA-43-3920-01A 71 years, male, white, stage:ib, alive, 1007 days 1104.7
TCGA-37-4141-01A 65 years, female, white, stage:ia, alive, 12 days 1102.5
TCGA-22-5477-01A 65 years, male, white, stage:ia, dead, 1346 days 1099.2
TCGA-21-1083-01A 75 years, male, white, stage:ia, dead, 1315 days 1097.4
TCGA-39-5040-01A 59 years, male, white, stage:iiia, dead, 519 days 1096.5
TCGA-NK-A5D1-01A 57 years, male, white, stage:iia, alive, 511 days 1092.8
TCGA-66-2727-01A 55 years, female, stage:ib, dead, 516 days 1089.8
TCGA-85-7696-01A 64 years, male, white, stage:ia, alive, 1111 days 1084.2
TCGA-21-1078-01A 77 years, male, white, stage:ib, dead, 474 days 1082.8
TCGA-33-4532-01A 68 years, male, white, stage:ib, dead, 3924 days 1066.5
TCGA-66-2795-01A 68 years, male, stage:iiib, alive, 122 days 1065.8
TCGA-85-8071-01A 52 years, male, white, stage:iia, alive, 815 days 1065.1
TCGA-56-A4BX-01A 70 years, male, white, stage:iia, alive, 405 days 1056.6
TCGA-22-A5C4-01A 70 years, male, white, stage:iia, alive, 671 days 1056.4
TCGA-66-2770-01A 79 years, male, stage:ib, alive, 700 days 1056.2
TCGA-98-A53B-01A 69 years, male, white, stage:ib, dead, 61 days 1050.8
TCGA-33-AASJ-01A 60 years, male, black or african american, stage:ib, dead, 3600 days 1050.2
TCGA-37-4133-01A 63 years, male, white, stage:iiia, alive, 238 days 1043.1
TCGA-37-4132-01A 61 years, female, white, stage:iv, alive, 227 days 1040.8
TCGA-66-2758-01A 71 years, male, stage:ib, alive, 639 days 1022.8
TCGA-52-7809-01A 74 years, male, white, stage:ib, dead, 166 days 1019.0
TCGA-66-2754-01A 67 years, male, stage:iiia, alive, 61 days 1013.2
TCGA-18-3408-01A 77 years, female, white, stage:ib, dead, 2304 days 1003.6
TCGA-66-2766-01A 54 years, male, stage:iiia, alive, 31 days 993.1
TCGA-63-A5MV-01A 69 years, male, stage:iia, alive, 1100 days 984.5
TCGA-NK-A5CR-01A 77 years, male, stage:ib, alive, 2542 days 978.2
TCGA-63-A5MB-01A 62 years, male, stage:ib, alive, 3123 days 975.9
TCGA-33-A5GW-01A 67 years, male, white, stage:iia, dead, 9 days 971.7
TCGA-58-A46K-01A 59 years, male, white, stage:iiia, dead, 1045 days 969.0
TCGA-18-5592-01A 57 years, male, stage:iib, alive, 1519 days 968.7
TCGA-21-1080-01A 66 years, male, white, stage:ib, alive, 3724 days 961.3
TCGA-77-7142-01A 59 years, female, white, stage:ib, alive, 2227 days 950.2
TCGA-63-A5MP-01A 57 years, male, stage:iib, alive, 769 days 949.9
TCGA-77-6843-01A 74 years, male, white, stage:iia, dead, 2224 days 946.7
TCGA-56-8083-01A 56 years, male, white, stage:ib, alive, 150 days 927.5
TCGA-63-A5MW-01A 76 years, male, stage:ib, alive, 1639 days 924.2
TCGA-NC-A5HR-01A 75 years, female, white, stage:iia, alive, 1244 days 924.1
TCGA-77-7141-01A 64 years, male, white, stage:ib, alive, 15 days 921.4
TCGA-O2-A5IB-01A 71 years, female, white, stage:iii, dead, 340 days 917.5
TCGA-33-AASL-01A 57 years, female, black or african american, stage:ia, dead, 826 days 913.9
TCGA-90-A4ED-01A 69 years, male, white, stage:ib, alive, 615 days 910.2
TCGA-63-A5MI-01A 65 years, male, stage:iiia, alive, 1784 days 908.5
TCGA-NC-A5HL-01A 73 years, male, white, stage:iia, dead, 88 days 898.9
TCGA-60-2716-01A 39 years, male, stage:iib, alive, 1475 days 896.3
TCGA-O2-A52S-01A 58 years, female, white, stage:iii, dead, 387 days 895.8
TCGA-22-4601-01A 73 years, female, white, stage:iiia, dead, 1057 days 864.0
TCGA-J1-A4AH-01A 70 years, male, white, stage:iia, alive, 581 days 863.5
TCGA-18-3406-01A 67 years, male, white, stage:ia, dead, 371 days 846.1
TCGA-66-2757-01A 65 years, female, stage:ia, dead, 1338 days 844.7
TCGA-85-A512-01A 46 years, male, white, stage:iia, alive, 465 days 812.9
TCGA-18-3419-01A 73 years, male, stage:iib, alive, 2811 days 811.6
TCGA-NC-A5HO-01A 70 years, female, white, stage:iiia, alive, 1336 days 806.0
TCGA-51-4080-01A 65 years, male, black or african american, stage:iiib, dead, 12 days 787.5
TCGA-63-A5MY-01A 63 years, male, stage:ia, alive, 1052 days 784.0
TCGA-56-8082-01A 80 years, female, white, stage:iia, alive, 455 days 767.2
TCGA-37-4129-01A 52 years, female, white, stage:ia, alive, 242 days 765.6
TCGA-70-6723-01A 65 years, male, asian, stage:iia, alive, 375 days 729.3
TCGA-46-6026-01A 81 years, male, white, stage:iib, alive, 423 days 701.3
TCGA-94-A5I4-01A 61 years, male, white, stage:iia, alive, 491 days 690.2
TCGA-98-A53A-01A 70 years, male, black or african american, stage:ib, dead, 552 days 688.6
TCGA-85-8070-01A 71 years, male, white, stage:ib, alive, 960 days 663.8
TCGA-NC-A5HT-01A 69 years, male, white, stage:iiia, alive, 804 days 400.6
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