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RPLP0
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PATHOLOGY RENAL 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
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Renal cancer
Human pathology
Renal cancer
KIDNEY RENAL PAPILLARY CELL CARCINOMA (KIRP) - 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.




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.

: 330.64
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 FPKM 273.1
Number of samples 285
Samples
Sample Description FPKM
TCGA-AL-A5DJ-01A 55 years, female, white, stage:iii, dead, 1498 days 1341.6
TCGA-Q2-A5QZ-01A 61 years, female, black or african american, stage:iii, alive, 428 days 878.2
TCGA-2Z-A9J7-01A 63 years, male, white, stage:iv, dead, 139 days 714.2
TCGA-G7-6789-01A 53 years, female, white, stage:iv, dead, 122 days 694.4
TCGA-P4-AAVL-01A 85 years, male, white, stage:iii, dead, 487 days 652.1
TCGA-AL-7173-01A 72 years, female, white, stage:iv, alive, 2060 days 652.0
TCGA-F9-A8NY-01A 38 years, female, asian, stage:iv, alive, 36 days 600.9
TCGA-BQ-5877-01A 60 years, male, black or african american, stage:iv, dead, 270 days 595.6
TCGA-GL-7966-01A 28 years, female, white, stage:iii, alive, 112 days 584.0
TCGA-Y8-A8RZ-01A 55 years, male, white, stage:i, alive, 112 days 575.9
TCGA-BQ-5893-01A 61 years, male, white, stage:iv, dead, 241 days 573.0
TCGA-B3-4104-01A 75 years, male, white, stage:ii, alive, 1049 days 570.5
TCGA-2Z-A9JI-01A 38 years, male, white, stage:iii, alive, 1567 days 567.4
TCGA-4A-A93X-01A 58 years, male, white, stage:iv, alive, 390 days 556.9
TCGA-5P-A9K3-01A 59 years, male, white, dead, 471 days 553.2
TCGA-UZ-A9PL-01A 59 years, male, white, stage:ii, alive, 3152 days 525.3
TCGA-MH-A562-01A 57 years, male, black or african american, stage:i, alive, 616 days 514.7
TCGA-DW-7841-01A 61 years, male, black or african american, stage:i, alive, 445 days 509.0
TCGA-BQ-5894-01A 42 years, male, stage:iv, alive, 84 days 508.9
TCGA-A4-8098-01A 73 years, male, black or african american, stage:i, alive, 896 days 505.0
TCGA-2Z-A9J2-01A 71 years, female, white, stage:i, alive, 1795 days 502.1
TCGA-AL-3473-01A 55 years, male, white, stage:ii, alive, 1906 days 499.7
TCGA-G7-A8LD-01A 71 years, male, white, stage:iii, dead, 514 days 487.9
TCGA-A4-A6HP-01A 66 years, male, white, stage:i, alive, 379 days 484.8
TCGA-BQ-7048-01A 64 years, male, white, stage:iii, alive, 2839 days 484.4
TCGA-F9-A4JJ-01A 35 years, female, black or african american, stage:iii, dead, 325 days 474.0
TCGA-BQ-5888-01A 74 years, female, white, stage:i, alive, 403 days 469.1
TCGA-A4-A57E-01A 59 years, male, white, stage:iv, dead, 258 days 462.4
TCGA-A4-7915-01A 35 years, female, black or african american, stage:ii, alive, 7 days 451.0
TCGA-IA-A40Y-01A 60 years, female, white, stage:iii, alive, 62 days 447.4
TCGA-A4-7287-01A 75 years, female, white, stage:i, dead, 597 days 438.9
TCGA-IA-A40U-01A 56 years, male, white, stage:iii, alive, 511 days 436.3
TCGA-P4-A5E8-01A 57 years, male, white, stage:iii, dead, 1306 days 430.7
TCGA-MH-A854-01A 62 years, female, black or african american, stage:i, alive, 536 days 430.4
TCGA-2Z-A9JT-01A 71 years, male, white, stage:i, alive, 684 days 420.9
TCGA-5P-A9K9-01A 59 years, female, white, dead, 589 days 414.8
TCGA-G7-6793-01A 60 years, female, white, stage:iv, dead, 336 days 413.2
TCGA-B1-A654-01A 43 years, female, black or african american, stage:i, alive, 616 days 405.2
TCGA-B1-A656-01A 64 years, male, white, stage:i, alive, 618 days 405.1
TCGA-G7-A4TM-01A 41 years, male, black or african american, stage:i, alive, 768 days 398.0
TCGA-2Z-A9JQ-01A 66 years, male, white, stage:i, alive, 778 days 397.6
TCGA-BQ-7061-01A 84 years, female, white, stage:i, alive, 218 days 396.9
TCGA-B9-4115-01A 53 years, male, black or african american, stage:i, alive, 803 days 396.4
TCGA-HE-7130-01A female, stage:iii, alive, 1770 days 393.4
TCGA-2Z-A9JG-01A 64 years, male, white, stage:i, alive, 1662 days 389.3
TCGA-F9-A7Q0-01A 37 years, female, asian, stage:i, alive, 398 days 389.0
TCGA-PJ-A5Z8-01A 60 years, female, white, stage:i, alive, 600 days 386.5
TCGA-UN-AAZ9-01A 76 years, female, black or african american, stage:i, alive, 548 days 384.0
TCGA-2Z-A9JE-01A 59 years, male, white, stage:i, alive, 1728 days 380.1
TCGA-BQ-5879-01A 32 years, female, white, stage:iii, dead, 697 days 375.5
TCGA-2Z-A9JM-01A 28 years, male, white, stage:i, alive, 934 days 370.5
TCGA-2Z-A9JL-01A 47 years, male, black or african american, stage:i, alive, 1006 days 370.5
TCGA-IA-A83S-01A 81 years, male, white, dead, 2609 days 370.0
TCGA-BQ-5878-01A 79 years, female, white, stage:iii, alive, 1938 days 361.2
TCGA-IA-A83W-01A 70 years, male, white, stage:i, dead, 2043 days 357.9
TCGA-BQ-7059-01A 71 years, male, white, stage:i, alive, 232 days 354.9
TCGA-DZ-6132-01A 69 years, male, stage:i, alive, 2460 days 348.1
TCGA-P4-AAVK-01A 74 years, male, white, stage:iii, alive, 1590 days 342.8
TCGA-BQ-5889-01A 63 years, male, white, stage:iv, dead, 329 days 342.2
TCGA-MH-A855-01A 52 years, female, black or african american, stage:ii, alive, 369 days 341.3
TCGA-SX-A7SM-01A 60 years, male, black or african american, stage:iv, dead, 363 days 336.7
TCGA-BQ-5891-01A 57 years, female, white, stage:iii, alive, 29 days 331.7
TCGA-A4-A5Y0-01A 61 years, female, white, stage:i, alive, 252 days 331.6
TCGA-G7-7501-01A 55 years, female, black or african american, stage:iii, dead, 624 days 331.5
TCGA-2Z-A9J8-01A 50 years, male, white, stage:i, alive, 2790 days 329.7
TCGA-5P-A9KA-01A 61 years, male, white, alive, 395 days 329.6
TCGA-2Z-A9J5-01A 80 years, male, white, stage:ii, alive, 3050 days 325.7
TCGA-V9-A7HT-01A 67 years, male, black or african american, stage:ii, alive, 965 days 324.2
TCGA-P4-AAVO-01A 69 years, male, white, stage:i, alive, 2400 days 322.7
TCGA-BQ-5882-01A 54 years, male, stage:iii, dead, 658 days 322.2
TCGA-J7-A8I2-01A 75 years, male, asian, stage:i, alive, 307 days 320.3
TCGA-IA-A83T-01A 80 years, male, white, dead, 2684 days 319.8
TCGA-A4-A5DU-01A 45 years, female, white, stage:i, alive, 496 days 319.7
TCGA-MH-A55Z-01A 65 years, male, black or african american, stage:i, alive, 845 days 319.4
TCGA-2Z-A9J6-01A 61 years, male, white, stage:i, alive, 1731 days 318.6
TCGA-P4-A5ED-01A 51 years, male, white, stage:i, alive, 2816 days 316.8
TCGA-J7-8537-01A 37 years, female, asian, stage:iii, dead, 321 days 315.5
TCGA-B9-A5W7-01A 47 years, male, black or african american, stage:i, alive, 585 days 315.1
TCGA-B9-4116-01A 75 years, female, black or african american, alive, 627 days 314.9
TCGA-PJ-A5Z9-01A 80 years, female, white, stage:i, alive, 540 days 313.2
TCGA-J7-6720-01A 42 years, male, asian, stage:i, alive, 388 days 312.6
TCGA-B9-A69E-01A 71 years, male, white, stage:iii, alive, 452 days 309.2
TCGA-KV-A74V-01A 40 years, male, white, stage:i, alive, 347 days 308.2
TCGA-UZ-A9PS-01A 62 years, female, black or african american, stage:ii, alive, 2167 days 307.3
TCGA-5P-A9K0-01A 75 years, male, white, alive, 677 days 306.7
TCGA-P4-A5EA-01A 54 years, female, white, stage:iii, dead, 201 days 306.6
TCGA-IZ-A6M8-01A 69 years, male, black or african american, stage:i, alive, 497 days 303.5
TCGA-DW-7840-01A 60 years, male, black or african american, stage:i, alive, 114 days 303.0
TCGA-GL-7773-01A 63 years, male, white, stage:i, alive, 393 days 301.7
TCGA-Y8-A896-01A 62 years, male, white, stage:iii, alive, 567 days 300.3
TCGA-HE-A5NJ-01A 58 years, male, alive, 1726 days 300.0
TCGA-EV-5902-01A 58 years, male, white, stage:i, alive, 578 days 297.4
TCGA-BQ-7049-01A 45 years, female, white, stage:i, dead, 1364 days 297.3
TCGA-A4-7732-01A 55 years, male, black or african american, alive, 582 days 293.8
TCGA-B9-5156-01A 51 years, male, white, alive, 1338 days 293.3
TCGA-5P-A9JU-01A 81 years, male, white, stage:iii, alive, 373 days 287.1
TCGA-5P-A9JV-01A 49 years, male, white, alive, 2043 days 287.0
TCGA-HE-A5NK-01A 82 years, male, alive, 2228 days 286.5
TCGA-SX-A71U-01A 57 years, male, white, stage:i, alive, 1357 days 284.7
TCGA-BQ-7056-01A 75 years, female, white, stage:iii, alive, 612 days 283.3
TCGA-A4-8310-01A 58 years, male, white, stage:iii, alive, 780 days 282.9
TCGA-SX-A71W-01A 66 years, male, white, stage:i, alive, 1076 days 280.0
TCGA-B9-4113-01A 64 years, male, black or african american, stage:i, dead, 1536 days 279.9
TCGA-B9-A8YH-01A 52 years, male, black or african american, stage:i, alive, 532 days 279.0
TCGA-GL-A59R-01A 79 years, male, white, stage:iii, alive, 378 days 278.9
TCGA-SX-A7SQ-01A 48 years, male, white, stage:i, alive, 1266 days 278.7
TCGA-B3-3926-01A 59 years, female, white, stage:i, alive, 883 days 278.6
TCGA-BQ-7053-01A 57 years, female, black or african american, stage:iii, alive, 1516 days 273.7
TCGA-4A-A93W-01A 66 years, female, white, stage:i, alive, 4 days 273.4
TCGA-SX-A7SL-01A 74 years, male, stage:i, alive, 823 days 273.0
TCGA-F9-A7VF-01A 75 years, female, white, stage:i, alive, 73 days 271.2
TCGA-B3-3925-01A 52 years, male, white, stage:iii, alive, 1029 days 270.7
TCGA-2Z-A9J9-01A 77 years, male, black or african american, stage:i, alive, 2294 days 269.0
TCGA-A4-7997-01A 67 years, male, white, stage:i, alive, 927 days 268.4
TCGA-B1-A47O-01A 54 years, female, white, stage:i, alive, 842 days 268.0
TCGA-G7-A8LC-01A 61 years, male, white, stage:i, alive, 702 days 267.3
TCGA-2Z-A9JK-01A 50 years, male, white, stage:iii, alive, 1186 days 265.5
TCGA-UZ-A9PQ-01A 59 years, male, black or african american, stage:iii, dead, 2624 days 264.5
TCGA-UZ-A9PM-01A 62 years, male, white, stage:ii, alive, 3811 days 264.1
TCGA-IA-A83V-01A 63 years, male, white, stage:i, dead, 2941 days 263.9
TCGA-2Z-A9JJ-01A 69 years, female, white, stage:i, alive, 1213 days 263.6
TCGA-B1-A47M-01A 79 years, male, black or african american, stage:iii, alive, 659 days 259.7
TCGA-DW-7837-01A 43 years, male, black or african american, stage:i, alive, 1142 days 259.4
TCGA-MH-A560-01A 62 years, male, white, stage:i, alive, 924 days 259.3
TCGA-A4-8516-01A 62 years, male, white, stage:iii, alive, 23 days 255.7
TCGA-O9-A75Z-01A 44 years, male, white, stage:i, alive, 471 days 255.6
TCGA-IZ-A6M9-01A 63 years, male, white, stage:i, alive, 376 days 254.7
TCGA-BQ-7044-01A 73 years, male, white, stage:iii, alive, 3760 days 254.0
TCGA-AL-3466-01A 41 years, male, white, stage:iv, dead, 293 days 253.7
TCGA-MH-A561-01A 66 years, male, white, stage:i, alive, 841 days 251.1
TCGA-B9-A8YI-01A 79 years, male, black or african american, stage:i, alive, 374 days 250.8
TCGA-IA-A40X-01A 49 years, female, black or african american, stage:i, alive, 608 days 250.4
TCGA-Y8-A8RY-01A 63 years, male, white, stage:i, alive, 769 days 250.3
TCGA-2K-A9WE-01A 53 years, male, white, stage:ii, alive, 214 days 250.2
TCGA-B3-A6W5-01A 43 years, male, black or african american, stage:i, alive, 309 days 248.8
TCGA-B9-A5W9-01A 40 years, male, white, stage:i, alive, 5 days 242.2
TCGA-MH-A856-01A 54 years, male, white, stage:i, alive, 947 days 241.9
TCGA-SX-A7SN-01A 52 years, male, white, stage:i, alive, 578 days 239.8
TCGA-DZ-6134-01A 69 years, male, white, stage:i, alive, 1856 days 239.1
TCGA-G7-6796-01A 58 years, male, white, stage:i, alive, 2173 days 236.2
TCGA-GL-A9DC-01A 66 years, female, white, stage:i, alive, 392 days 235.4
TCGA-B9-7268-01A 59 years, male, white, stage:ii, alive, 671 days 235.1
TCGA-5P-A9JZ-01A 51 years, female, white, alive, 2744 days 235.1
TCGA-4A-A93Y-01A 63 years, female, black or african american, stage:ii, alive, 352 days 234.6
TCGA-BQ-5892-01A 51 years, male, white, stage:i, alive, 364 days 233.3
TCGA-DW-5561-01A 51 years, male, black or african american, stage:i, alive, 414 days 233.2
TCGA-GL-A59T-01A 46 years, male, white, stage:i, alive, 546 days 233.0
TCGA-UZ-A9PP-01A 60 years, male, white, stage:i, alive, 3010 days 232.4
TCGA-BQ-5885-01A 63 years, male, white, stage:iii, alive, 921 days 231.8
TCGA-BQ-5875-01A 66 years, female, white, stage:iii, alive, 2639 days 231.5
TCGA-BQ-7050-01A 53 years, female, white, stage:i, alive, 1864 days 230.0
TCGA-KV-A6GE-01A 65 years, male, white, stage:i, alive, 885 days 226.6
TCGA-Y8-A898-01A 69 years, male, white, stage:i, alive, 475 days 224.9
TCGA-B9-4617-01A 41 years, male, black or african american, alive, 35 days 224.5
TCGA-A4-7734-01A 53 years, female, white, stage:i, alive, 27 days 223.6
TCGA-HE-A5NH-01A 62 years, male, stage:i, alive, 791 days 223.6
TCGA-5P-A9JW-01A 64 years, male, white, alive, 3241 days 223.2
TCGA-AL-3468-01A 74 years, male, white, stage:ii, dead, 2331 days 222.1
TCGA-5P-A9K4-01A 54 years, male, white, alive, 2184 days 222.0
TCGA-G7-6792-01A 40 years, male, black or african american, stage:i, alive, 2765 days 221.9
TCGA-BQ-7051-01A 74 years, male, white, stage:ii, alive, 1533 days 221.5
TCGA-UZ-A9PJ-01A 78 years, male, white, stage:i, dead, 797 days 221.3
TCGA-2Z-A9JD-01A 66 years, male, white, stage:i, alive, 1060 days 221.1
TCGA-2Z-A9J1-01A 71 years, male, white, stage:i, alive, 2298 days 220.2
TCGA-UZ-A9PR-01A 84 years, male, white, stage:i, alive, 2627 days 220.0
TCGA-Y8-A8S1-01A 61 years, male, white, stage:i, alive, 404 days 219.8
TCGA-B1-A47N-01A 62 years, male, white, stage:i, alive, 1110 days 219.3
TCGA-AL-3467-01A 54 years, female, white, alive, 2135 days 218.6
TCGA-UZ-A9PN-01A 54 years, male, white, stage:iii, dead, 1136 days 217.7
TCGA-B3-8121-01A 48 years, female, black or african american, stage:i, alive, 379 days 215.8
TCGA-UZ-A9PX-01A 73 years, male, white, stage:i, alive, 1981 days 215.2
TCGA-5P-A9KC-01A 51 years, female, white, alive, 377 days 214.6
TCGA-G7-6795-01A 56 years, male, white, stage:i, alive, 1194 days 213.9
TCGA-GL-A9DD-01A 69 years, male, white, stage:i, alive, 341 days 212.0
TCGA-2Z-A9J3-01A 67 years, male, white, stage:ii, dead, 1771 days 211.3
TCGA-B9-A44B-01A 70 years, male, black or african american, stage:iii, alive, 361 days 211.1
TCGA-G7-6797-01A 46 years, male, white, stage:iii, alive, 765 days 210.5
TCGA-BQ-5890-01A 69 years, male, white, stage:iii, alive, 233 days 210.1
TCGA-UZ-A9PO-01A 80 years, male, white, stage:i, alive, 1911 days 208.8
TCGA-BQ-7062-01A 64 years, male, black or african american, stage:i, alive, 116 days 208.1
TCGA-P4-AAVM-01A 69 years, male, white, stage:i, alive, 1539 days 207.5
TCGA-5P-A9K6-01A 64 years, male, white, alive, 1914 days 207.1
TCGA-G7-7502-01A 83 years, male, white, stage:i, alive, 786 days 206.7
TCGA-B9-A5W8-01A 50 years, male, black or african american, stage:ii, alive, 524 days 206.1
TCGA-BQ-5880-01A 79 years, male, white, stage:iii, dead, 1314 days 204.9
TCGA-5P-A9KH-01A 77 years, male, white, alive, 2051 days 204.7
TCGA-SX-A7SU-01A 47 years, male, stage:i, alive, 1331 days 203.6
TCGA-KV-A6GD-01A 85 years, male, white, stage:i, alive, 560 days 202.7
TCGA-DW-7836-01A 55 years, male, white, stage:i, alive, 1093 days 202.5
TCGA-2Z-A9JR-01A 57 years, male, white, stage:i, alive, 161 days 202.0
TCGA-MH-A55W-01A 50 years, male, black or african american, stage:i, alive, 1043 days 198.2
TCGA-A4-7286-01A 42 years, male, white, alive, 554 days 197.7
TCGA-A4-7828-01A 74 years, female, black or african american, stage:i, alive, 238 days 195.4
TCGA-A4-8517-01A 71 years, male, white, stage:i, alive, 597 days 195.0
TCGA-F9-A97G-01A 79 years, male, asian, stage:iii, alive, 13 days 194.3
TCGA-2Z-A9JP-01A 63 years, male, white, stage:i, alive, 893 days 194.2
TCGA-GL-8500-01A 63 years, male, white, stage:i, alive, 841 days 193.7
TCGA-UZ-A9Q1-01A 88 years, female, white, stage:i, alive, 1562 days 191.3
TCGA-WN-A9G9-01A male, white, stage:i, alive, 791 days 190.2
TCGA-DZ-6135-01A 45 years, male, stage:i, alive, 2269 days 189.9
TCGA-G7-A8LB-01A 70 years, male, white, stage:iv, alive, 547 days 189.6
TCGA-SX-A7SR-01A 66 years, male, white, stage:ii, alive, 805 days 189.0
TCGA-BQ-7045-01A 78 years, male, black or african american, stage:i, dead, 1468 days 189.0
TCGA-5P-A9KE-01A 70 years, male, white, alive, 824 days 187.9
TCGA-EV-5903-01A 57 years, male, white, stage:i, alive, 757 days 186.1
TCGA-BQ-5876-01A 75 years, male, white, stage:i, alive, 586 days 186.1
TCGA-A4-A5XZ-01A 65 years, female, white, stage:ii, alive, 479 days 186.0
TCGA-SX-A71V-01A 80 years, male, white, stage:i, alive, 876 days 185.9
TCGA-SX-A71S-01A 66 years, female, white, stage:i, alive, 1504 days 182.5
TCGA-SX-A7SS-01A 67 years, male, white, stage:i, alive, 1615 days 182.3
TCGA-A4-7584-01A 59 years, male, black or african american, stage:i, alive, 650 days 182.0
TCGA-DW-7963-01B 43 years, male, black or african american, stage:i, alive, 1240 days 181.9
TCGA-UZ-A9PZ-01A 65 years, male, white, stage:iii, alive, 657 days 180.9
TCGA-P4-A5EB-01A 83 years, male, white, stage:i, alive, 3015 days 180.3
TCGA-GL-A9DE-01A 74 years, male, black or african american, stage:i, alive, 496 days 180.3
TCGA-P4-A5E7-01A 74 years, female, white, stage:i, alive, 2649 days 180.2
TCGA-EV-5901-01A 47 years, female, white, stage:i, alive, 1040 days 180.2
TCGA-DW-7839-01A 58 years, female, white, stage:i, alive, 419 days 179.1
TCGA-A4-A4ZT-01A 71 years, female, white, stage:i, alive, 516 days 178.1
TCGA-GL-6846-01A 52 years, male, white, stage:iv, alive, 5925 days 177.4
TCGA-P4-A5E6-01A 67 years, male, black or african american, stage:iii, alive, 3035 days 176.7
TCGA-A4-7585-01A 67 years, male, white, stage:iii, dead, 1070 days 175.5
TCGA-SX-A7SP-01A 66 years, female, white, stage:i, dead, 496 days 175.1
TCGA-DW-7838-01A 66 years, male, white, stage:i, alive, 744 days 174.5
TCGA-DW-7834-01A 53 years, male, white, stage:i, alive, 3950 days 174.3
TCGA-IZ-8196-01A 50 years, male, white, stage:i, alive, 649 days 173.6
TCGA-DW-7842-01A 52 years, male, white, stage:i, alive, 92 days 173.6
TCGA-5P-A9JY-01A 79 years, male, white, dead, 1508 days 168.8
TCGA-HE-A5NF-01A 58 years, male, stage:i, alive, 2582 days 168.8
TCGA-Y8-A894-01A 57 years, female, white, stage:i, alive, 567 days 166.9
TCGA-BQ-5887-01A 54 years, male, white, stage:iii, alive, 771 days 165.4
TCGA-AL-3472-01A 57 years, male, black or african american, alive, 2029 days 164.0
TCGA-B1-A655-01A 77 years, female, white, stage:i, alive, 510 days 164.0
TCGA-Y8-A897-01A 68 years, female, white, stage:i, alive, 549 days 163.9
TCGA-DZ-6133-01A 66 years, female, white, stage:i, dead, 1557 days 162.6
TCGA-A4-8312-01A 60 years, male, black or african american, stage:i, alive, 708 days 162.2
TCGA-BQ-5886-01A 75 years, male, white, stage:iii, alive, 792 days 161.7
TCGA-HE-A5NI-01A 73 years, male, stage:i, alive, 360 days 161.7
TCGA-GL-A4EM-01A 62 years, male, white, stage:i, alive, 32 days 161.7
TCGA-Y8-A8S0-01A 58 years, male, white, stage:i, alive, 183 days 161.3
TCGA-HE-A5NL-01A 51 years, male, stage:i, alive, 767 days 159.4
TCGA-B1-A657-01A 54 years, male, white, stage:i, alive, 641 days 159.3
TCGA-G7-A8LE-01A 62 years, male, white, stage:i, alive, 2453 days 158.6
TCGA-2Z-A9JS-01A 74 years, male, white, stage:i, dead, 492 days 157.3
TCGA-2Z-A9JO-01A 56 years, female, black or african american, stage:i, alive, 949 days 157.2
TCGA-2Z-A9JN-01A 50 years, female, black or african american, stage:i, alive, 740 days 157.0
TCGA-BQ-5883-01A 79 years, female, black or african american, stage:i, alive, 1242 days 156.9
TCGA-B9-5155-01A 71 years, male, white, stage:iii, alive, 665 days 156.1
TCGA-HE-7129-01A male, stage:ii, alive, 2492 days 155.7
TCGA-A4-8518-01A 48 years, male, white, stage:i, alive, 600 days 155.1
TCGA-B1-7332-01A 61 years, female, black or african american, stage:ii, alive, 1141 days 154.5
TCGA-BQ-7055-01A 73 years, male, white, stage:i, alive, 799 days 151.7
TCGA-Y8-A895-01A 74 years, male, white, stage:i, alive, 484 days 148.7
TCGA-5P-A9KF-01A 53 years, male, white, alive, 845 days 148.5
TCGA-DW-5560-01A 38 years, female, white, stage:i, alive, 1486 days 148.1
TCGA-UZ-A9PK-01A 71 years, male, white, stage:i, alive, 3571 days 148.0
TCGA-B1-5398-01A 73 years, male, white, stage:iii, alive, 1251 days 147.3
TCGA-SX-A7SO-01A 64 years, male, white, stage:i, alive, 1257 days 145.4
TCGA-A4-A5Y1-01A 75 years, male, white, stage:iii, dead, 395 days 143.7
TCGA-IZ-8195-01A 82 years, male, white, stage:ii, alive, 677 days 139.6
TCGA-A4-7288-01A 71 years, female, white, alive, 1857 days 139.4
TCGA-G7-6790-01A 57 years, male, white, stage:i, alive, 1575 days 139.2
TCGA-AL-3471-01A 74 years, male, white, stage:i, dead, 1500 days 138.6
TCGA-A4-7996-01A 61 years, female, white, stage:i, alive, 506 days 134.6
TCGA-BQ-7058-01A 81 years, male, white, stage:iii, dead, 343 days 132.5
TCGA-UZ-A9PU-01A 77 years, male, white, stage:i, dead, 933 days 132.2
TCGA-A4-7583-01A 60 years, male, black or african american, stage:i, alive, 3 days 130.7
TCGA-A4-A48D-01A 85 years, male, black or african american, stage:i, alive, 379 days 128.8
TCGA-BQ-5881-01A 69 years, male, white, stage:i, alive, 1454 days 126.6
TCGA-A4-8515-01A 47 years, male, american indian or alaska native, stage:i, alive, 709 days 126.3
TCGA-UZ-A9PV-01A 65 years, male, white, stage:i, alive, 1444 days 125.7
TCGA-BQ-7046-01A 61 years, male, white, stage:i, alive, 2948 days 125.6
TCGA-BQ-7060-01A 53 years, male, american indian or alaska native, stage:i, alive, 214 days 124.2
TCGA-A4-8630-01A 59 years, female, white, stage:i, alive, 436 days 119.8
TCGA-SX-A71R-01A 51 years, male, white, stage:i, alive, 1457 days 118.5
TCGA-5P-A9K2-01A 62 years, male, white, alive, 2392 days 115.5
TCGA-5P-A9K8-01A 51 years, female, white, alive, 1309 days 108.4
TCGA-WN-AB4C-01A female, white, stage:i, alive, 1188 days 106.9
TCGA-B3-4103-01A 56 years, male, white, stage:i, alive, 930 days 106.5
TCGA-AT-A5NU-01A 77 years, male, white, stage:i, alive, 67 days 97.1
TCGA-B9-4117-01A 48 years, female, black or african american, alive, 14 days 95.4
TCGA-BQ-5884-01A 59 years, female, black or african american, stage:i, alive, 792 days 94.1
TCGA-A4-8311-01A 60 years, male, white, stage:i, alive, 729 days 93.5
TCGA-UZ-A9Q0-01A 60 years, male, white, stage:i, alive, 3368 days 85.9
TCGA-MH-A857-01A 63 years, male, black or african american, stage:i, alive, 890 days 81.3
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