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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 CLEAR CELL CARCINOMA (KIRC) - 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.

: 353.01
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 333.2
Number of samples 528
Samples
Sample Description FPKM
TCGA-AK-3436-01A 40 years, male, white, stage:iv, alive, 3331 days 1314.0
TCGA-AK-3427-01A 65 years, male, white, stage:i, alive, 3583 days 1143.6
TCGA-B0-5107-01A 65 years, female, white, stage:iv, dead, 927 days 1029.3
TCGA-B0-5116-01A 53 years, male, white, stage:iii, alive, 1274 days 968.4
TCGA-CW-6090-01A 68 years, male, white, stage:i, alive, 2552 days 882.4
TCGA-CW-5588-01A 78 years, female, white, stage:i, alive, 2017 days 870.5
TCGA-AK-3425-01A 68 years, male, white, stage:i, alive, 3343 days 868.6
TCGA-BP-4761-01A 57 years, male, white, stage:iii, alive, 182 days 847.8
TCGA-AK-3458-01A 48 years, male, white, stage:i, alive, 1168 days 816.2
TCGA-CZ-4854-01A 68 years, male, white, stage:i, dead, 1404 days 804.3
TCGA-CZ-5466-01A 67 years, male, stage:iii, alive, 685 days 755.4
TCGA-AK-3451-01A 48 years, male, white, stage:ii, alive, 2868 days 751.2
TCGA-CZ-5456-01A 57 years, male, white, stage:ii, alive, 2422 days 750.6
TCGA-B0-4698-01A 75 years, male, white, stage:iv, dead, 42 days 744.9
TCGA-B8-4154-01A 73 years, female, white, stage:i, alive, 1380 days 738.1
TCGA-AK-3447-01A 84 years, male, white, stage:ii, alive, 1217 days 736.0
TCGA-B0-4712-01A 76 years, male, white, stage:iv, dead, 1337 days 729.4
TCGA-B8-4143-01A 66 years, female, white, stage:iv, dead, 709 days 724.1
TCGA-B0-4691-01A 55 years, male, white, stage:iv, dead, 139 days 690.7
TCGA-A3-3346-01A 68 years, male, white, stage:i, dead, 137 days 681.2
TCGA-BP-5170-01A 55 years, male, white, stage:i, alive, 2412 days 676.5
TCGA-CZ-5465-01A 76 years, female, stage:iii, dead, 2564 days 665.6
TCGA-G6-A8L6-01A 55 years, male, black or african american, stage:iv, dead, 313 days 637.3
TCGA-BP-4338-01A 43 years, male, white, stage:i, alive, 2859 days 629.5
TCGA-CJ-4870-01A 58 years, female, black or african american, stage:iii, alive, 1498 days 615.8
TCGA-B0-5109-01A 69 years, male, white, stage:iii, dead, 587 days 614.2
TCGA-B0-5702-01A 71 years, male, white, stage:i, alive, 2172 days 605.7
TCGA-CZ-4860-01A 60 years, male, white, stage:iv, dead, 206 days 599.9
TCGA-B0-4710-01A 75 years, female, white, stage:iii, alive, 1755 days 592.9
TCGA-B0-5084-01A 33 years, male, white, stage:iv, dead, 222 days 592.2
TCGA-B0-5094-01A 62 years, male, white, stage:iv, dead, 333 days 591.3
TCGA-CZ-4857-01A 56 years, male, white, stage:iv, dead, 1432 days 586.3
TCGA-CJ-4912-01A 61 years, male, white, stage:ii, alive, 1657 days 583.6
TCGA-CZ-5460-01A 55 years, male, white, stage:iv, alive, 2873 days 572.7
TCGA-CZ-5454-01A 63 years, male, white, stage:iv, dead, 722 days 571.8
TCGA-B0-4713-01A 76 years, female, white, stage:iii, dead, 202 days 571.5
TCGA-A3-3382-01A 69 years, male, white, stage:i, alive, 574 days 569.8
TCGA-B0-4815-01A 65 years, male, white, stage:iii, dead, 1588 days 569.0
TCGA-B0-5098-01A 53 years, female, black or african american, stage:i, dead, 1584 days 564.5
TCGA-B2-4099-01A 83 years, male, white, stage:i, alive, 972 days 562.2
TCGA-BP-4759-01A 50 years, male, white, stage:i, alive, 2372 days 556.9
TCGA-BP-4352-01A 74 years, female, white, stage:iv, dead, 344 days 551.5
TCGA-BP-4770-01A 73 years, female, white, stage:iv, dead, 329 days 549.4
TCGA-CZ-5461-01A 52 years, male, white, stage:iv, dead, 330 days 548.7
TCGA-A3-3329-01A 75 years, male, white, stage:i, alive, 1624 days 548.6
TCGA-AK-3431-01A 62 years, female, white, stage:ii, dead, 2241 days 548.2
TCGA-BP-4787-01A 59 years, female, white, stage:iv, dead, 480 days 545.8
TCGA-BP-4163-01A 60 years, female, white, stage:iii, alive, 2839 days 543.2
TCGA-CZ-4858-01A 39 years, male, white, stage:ii, dead, 2105 days 525.8
TCGA-BP-5180-01A 53 years, male, white, stage:i, alive, 2263 days 522.0
TCGA-B0-4707-01A 63 years, male, white, stage:iii, dead, 600 days 518.7
TCGA-BP-4781-01A 78 years, male, white, stage:i, alive, 2080 days 518.0
TCGA-CJ-5671-01A 51 years, male, white, stage:i, alive, 3987 days 517.8
TCGA-BP-5178-01A 71 years, male, white, stage:iv, dead, 1912 days 513.1
TCGA-A3-3383-01A 52 years, male, white, stage:i, alive, 861 days 509.8
TCGA-BP-5173-01A 75 years, male, white, stage:i, dead, 62 days 508.6
TCGA-G6-A8L7-01A 81 years, female, black or african american, stage:i, alive, 2133 days 508.6
TCGA-MM-A564-01A 68 years, male, black or african american, stage:ii, alive, 607 days 506.8
TCGA-B0-4823-01A 88 years, male, white, stage:i, dead, 454 days 506.6
TCGA-BP-4975-01A 40 years, male, white, stage:i, alive, 1433 days 505.9
TCGA-CZ-5459-01A 63 years, male, white, stage:iii, alive, 1683 days 504.4
TCGA-BP-5009-01A 52 years, male, white, stage:i, dead, 1092 days 503.2
TCGA-A3-3319-01A 70 years, male, white, stage:i, alive, 1130 days 496.1
TCGA-BP-4803-01A 79 years, male, white, stage:iii, alive, 204 days 495.3
TCGA-AK-3428-01A 62 years, male, white, stage:iii, alive, 3728 days 494.0
TCGA-BP-4762-01A 42 years, male, white, stage:i, dead, 1343 days 488.3
TCGA-A3-3358-01A 57 years, female, white, stage:i, alive, 1307 days 486.7
TCGA-B0-4706-01A 61 years, male, white, stage:iii, dead, 65 days 486.2
TCGA-B0-4690-01A 65 years, male, white, stage:iv, dead, 43 days 480.1
TCGA-A3-3325-01A 52 years, male, white, stage:i, dead, 1170 days 478.2
TCGA-B8-4151-01A 51 years, female, white, stage:iii, alive, 1299 days 477.6
TCGA-CJ-4881-01A 41 years, male, white, stage:iii, alive, 2014 days 475.9
TCGA-A3-A6NI-01A 47 years, male, black or african american, stage:i, alive, 1018 days 475.4
TCGA-B0-4848-01A 54 years, male, white, stage:iii, dead, 883 days 473.8
TCGA-B0-5083-01A 63 years, male, white, stage:i, dead, 1045 days 467.1
TCGA-B0-5399-01A 46 years, male, white, stage:i, alive, 1411 days 465.9
TCGA-CZ-5468-01A 84 years, male, white, stage:iv, dead, 59 days 463.9
TCGA-CW-5590-01A 51 years, male, white, stage:iv, dead, 1075 days 461.2
TCGA-BP-5194-01A 39 years, male, white, stage:i, alive, 408 days 460.6
TCGA-BP-4174-01A 49 years, male, white, stage:ii, alive, 1879 days 459.9
TCGA-EU-5905-01A 67 years, female, white, stage:i, alive, 119 days 459.7
TCGA-B8-5551-01A 65 years, female, black or african american, stage:i, alive, 16 days 459.6
TCGA-CZ-5469-01A 41 years, male, white, stage:ii, dead, 946 days 458.6
TCGA-BP-4176-01A 64 years, male, white, stage:i, alive, 1955 days 456.3
TCGA-BP-4159-01A 70 years, male, white, stage:i, dead, 2601 days 455.6
TCGA-CZ-5987-01A 60 years, male, white, stage:iv, dead, 445 days 452.1
TCGA-CW-6097-01A 32 years, male, white, stage:iii, dead, 571 days 451.6
TCGA-BP-4983-01A 67 years, female, asian, stage:iii, alive, 1413 days 450.7
TCGA-CZ-5452-01A 69 years, male, white, stage:ii, alive, 1789 days 447.1
TCGA-CJ-4872-01A 51 years, male, white, stage:i, alive, 326 days 445.3
TCGA-CJ-6027-01A 77 years, male, white, stage:i, dead, 3615 days 444.9
TCGA-B8-4622-01A 57 years, male, white, stage:iv, alive, 1525 days 444.5
TCGA-BP-5169-01A 70 years, male, white, stage:i, alive, 193 days 441.2
TCGA-B0-4821-01A 68 years, female, asian, stage:iii, dead, 1230 days 440.1
TCGA-CJ-4871-01A 63 years, male, white, stage:iv, alive, 2423 days 439.1
TCGA-CZ-5984-01A 51 years, male, white, stage:i, alive, 2067 days 439.1
TCGA-B8-A54F-01A 49 years, female, black or african american, stage:i, alive, 519 days 438.7
TCGA-BP-4964-01A 55 years, female, white, stage:i, alive, 1862 days 436.3
TCGA-A3-3306-01A 67 years, male, white, stage:i, alive, 1120 days 434.6
TCGA-CZ-4861-01A 63 years, male, white, stage:ii, dead, 446 days 433.7
TCGA-B0-5097-01A 59 years, female, white, stage:iii, alive, 665 days 433.1
TCGA-BP-4343-01A 64 years, male, white, stage:iii, dead, 1912 days 432.9
TCGA-B2-3924-01A 73 years, male, white, stage:i, alive, 1092 days 431.0
TCGA-B8-5162-01A 63 years, male, white, stage:ii, alive, 36 days 429.6
TCGA-B0-4694-01A 72 years, male, white, stage:iii, dead, 106 days 426.8
TCGA-BP-4329-01A 75 years, male, white, stage:iii, dead, 845 days 424.2
TCGA-BP-4962-01A 58 years, male, white, stage:ii, alive, 1785 days 421.5
TCGA-CZ-5464-01A 69 years, male, white, stage:iv, alive, 2128 days 421.0
TCGA-A3-3387-01A 49 years, male, white, stage:i, alive, 617 days 417.5
TCGA-CJ-5678-01A 62 years, male, black or african american, stage:iv, dead, 574 days 415.7
TCGA-CJ-5677-01A 54 years, female, white, stage:iv, dead, 782 days 413.2
TCGA-BP-4332-01A 36 years, male, white, stage:iii, alive, 1133 days 411.1
TCGA-CZ-4856-01A 62 years, female, white, stage:i, alive, 18 days 409.7
TCGA-BP-5184-01A 54 years, male, white, stage:i, alive, 1133 days 408.9
TCGA-A3-3311-01A 58 years, male, stage:i, dead, 1191 days 406.1
TCGA-CJ-6033-01A 54 years, female, white, stage:iv, dead, 224 days 405.3
TCGA-BP-4170-01A 72 years, female, white, stage:i, dead, 2343 days 405.0
TCGA-B4-5838-01A 52 years, male, white, alive, 166 days 402.6
TCGA-DV-A4VX-01A 59 years, male, black or african american, stage:iv, dead, 1626 days 399.4
TCGA-BP-4987-01A 41 years, female, asian, stage:i, alive, 1124 days 397.6
TCGA-B0-4852-01A 78 years, female, white, stage:ii, dead, 1121 days 396.5
TCGA-B0-4701-01A 66 years, female, white, stage:iv, dead, 238 days 396.4
TCGA-B0-5096-01A 72 years, female, white, stage:iii, dead, 68 days 396.1
TCGA-CJ-4920-01A 64 years, female, white, stage:i, dead, 139 days 395.2
TCGA-B2-5641-01A 79 years, male, white, stage:i, alive, 656 days 394.8
TCGA-AK-3434-01A 72 years, male, white, stage:i, alive, 2087 days 393.7
TCGA-B8-5158-01A 56 years, male, white, stage:iii, alive, 1218 days 393.3
TCGA-CJ-4900-01A 69 years, female, white, stage:iv, dead, 1714 days 393.1
TCGA-BP-5196-01A 54 years, male, white, stage:i, alive, 1018 days 393.0
TCGA-AK-3429-01A 54 years, female, white, stage:ii, alive, 3328 days 392.6
TCGA-BP-5198-01A 72 years, male, white, stage:iii, alive, 603 days 392.5
TCGA-B0-5081-01A 80 years, female, white, stage:iii, dead, 362 days 389.3
TCGA-A3-3367-01A 72 years, male, white, stage:i, alive, 2270 days 389.0
TCGA-B0-4837-01A 63 years, male, white, stage:i, dead, 1378 days 388.1
TCGA-CW-5580-01A 73 years, female, white, stage:iv, dead, 1964 days 387.0
TCGA-B0-4814-01A 58 years, male, white, stage:iv, dead, 168 days 385.5
TCGA-B0-4696-01A 58 years, male, white, stage:iii, dead, 866 days 385.4
TCGA-B0-4718-01A 57 years, male, white, stage:iii, alive, 1778 days 384.4
TCGA-BP-4974-01A 58 years, male, white, stage:iv, dead, 211 days 384.4
TCGA-MW-A4EC-01A 73 years, female, black or african american, stage:i, alive, 498 days 384.2
TCGA-B0-4813-01A 68 years, male, white, stage:iii, dead, 18 days 383.8
TCGA-CJ-4873-01A 85 years, female, white, stage:iii, alive, 2259 days 383.0
TCGA-B0-5075-01A 77 years, female, white, stage:iii, dead, 637 days 382.9
TCGA-AK-3445-01A 69 years, male, white, stage:iii, alive, 2392 days 381.1
TCGA-B0-4839-01A 80 years, female, white, stage:i, dead, 1639 days 380.7
TCGA-B0-5113-01A 69 years, female, white, stage:iii, alive, 1175 days 380.5
TCGA-BP-4337-01A 76 years, female, white, stage:iii, dead, 2 days 377.8
TCGA-BP-4763-01A 79 years, female, white, stage:i, dead, 1270 days 377.1
TCGA-BP-5187-01A 54 years, male, white, stage:i, alive, 406 days 376.3
TCGA-BP-5008-01A 46 years, male, white, stage:i, alive, 1071 days 375.9
TCGA-BP-4789-01A 48 years, male, white, stage:i, alive, 1489 days 374.9
TCGA-CJ-5679-01A 73 years, male, white, stage:iii, dead, 679 days 373.4
TCGA-CJ-5684-01A 61 years, male, white, stage:iii, alive, 2231 days 372.1
TCGA-BP-4963-01A 64 years, male, white, stage:i, alive, 1834 days 371.7
TCGA-BP-4326-01A 53 years, female, white, stage:i, dead, 1625 days 371.4
TCGA-B0-4700-01A 60 years, male, white, stage:iv, dead, 1980 days 370.4
TCGA-DV-5568-01A 26 years, male, white, stage:i, alive, 370 days 370.1
TCGA-CZ-5457-01A 62 years, male, white, stage:iii, alive, 2754 days 369.1
TCGA-B0-5694-01A 71 years, male, white, stage:iii, dead, 480 days 368.0
TCGA-DV-5569-01A 29 years, female, white, stage:i, alive, 355 days 367.6
TCGA-B0-5402-01A 64 years, male, white, stage:iv, alive, 1290 days 363.5
TCGA-CZ-4853-01A 82 years, male, white, stage:i, alive, 774 days 362.8
TCGA-B8-5549-01A 53 years, male, white, stage:i, alive, 194 days 361.1
TCGA-BP-5183-01A 57 years, male, white, stage:iii, alive, 1291 days 360.0
TCGA-BP-4768-01A 72 years, female, white, stage:i, alive, 400 days 359.7
TCGA-BP-5192-01A 59 years, male, white, stage:i, alive, 714 days 359.2
TCGA-B0-4810-01A 47 years, male, white, stage:iii, dead, 478 days 358.5
TCGA-A3-3380-01A 54 years, male, stage:i, alive, 567 days 358.5
TCGA-CJ-4868-01A 42 years, male, white, stage:iv, dead, 646 days 358.3
TCGA-A3-3347-01A 76 years, female, white, stage:iii, dead, 1610 days 358.0
TCGA-CJ-4635-01A 48 years, male, white, stage:i, alive, 1416 days 357.1
TCGA-BP-4353-01A 61 years, male, white, stage:i, dead, 375 days 353.4
TCGA-CJ-5675-01A 70 years, male, white, stage:ii, alive, 3936 days 352.6
TCGA-B0-5696-01A 70 years, male, white, stage:iii, alive, 2609 days 352.6
TCGA-B0-4845-01A 70 years, male, white, stage:iv, dead, 1986 days 351.4
TCGA-CJ-5682-01A 60 years, male, white, stage:iv, alive, 3736 days 350.7
TCGA-A3-3385-01A 46 years, female, white, stage:i, alive, 1993 days 350.4
TCGA-BP-4354-01A 41 years, male, white, stage:iv, dead, 1034 days 349.8
TCGA-BP-4160-01A 67 years, male, white, stage:iii, alive, 2881 days 349.6
TCGA-A3-A8OV-01A 75 years, male, black or african american, stage:i, alive, 340 days 349.4
TCGA-A3-3352-01A male, white, stage:iii, dead, 561 days 348.1
TCGA-B8-4620-01A 70 years, female, white, stage:iii, alive, 777 days 347.9
TCGA-B0-5080-01A 63 years, male, white, stage:iv, dead, 342 days 347.6
TCGA-CZ-5467-01A 86 years, female, white, stage:iii, dead, 73 days 346.8
TCGA-BP-4760-01A 69 years, male, black or african american, stage:i, alive, 2361 days 344.5
TCGA-BP-4807-01A 42 years, male, white, stage:i, alive, 211 days 344.5
TCGA-B8-A54I-01A 48 years, male, black or african american, stage:i, alive, 150 days 343.7
TCGA-B0-5700-01A 77 years, male, white, stage:i, alive, 1790 days 343.0
TCGA-AS-3778-01A 35 years, male, white, stage:i, alive, 43 days 342.7
TCGA-A3-3335-01A 41 years, male, white, stage:ii, alive, 1886 days 339.2
TCGA-AK-3455-01A 71 years, female, white, stage:iii, dead, 683 days 338.7
TCGA-CJ-4892-01A 65 years, female, white, stage:i, alive, 1521 days 338.5
TCGA-BP-4959-01A 49 years, male, white, stage:i, alive, 2660 days 338.4
TCGA-BP-4784-01A 67 years, female, white, stage:i, alive, 1854 days 338.1
TCGA-CJ-4891-01A 57 years, female, white, stage:iii, dead, 819 days 337.7
TCGA-BP-4804-01A 59 years, male, white, stage:i, alive, 1459 days 337.1
TCGA-BP-5181-01A 58 years, female, white, stage:i, alive, 1495 days 337.1
TCGA-B0-5108-01A 54 years, male, white, stage:iii, alive, 1782 days 336.5
TCGA-BP-4985-01A 72 years, male, white, stage:iii, dead, 952 days 336.3
TCGA-DV-5566-01A 67 years, female, white, stage:i, alive, 1398 days 336.0
TCGA-CJ-4903-01A 50 years, male, white, stage:i, alive, 1559 days 335.2
TCGA-CW-5589-01A 52 years, male, white, stage:i, alive, 2378 days 334.4
TCGA-CZ-5453-01A 67 years, male, white, stage:ii, dead, 2419 days 332.8
TCGA-BP-4161-01A 74 years, male, white, stage:i, alive, 2746 days 330.7
TCGA-B0-5693-01A 47 years, female, white, stage:i, alive, 4074 days 330.4
TCGA-CJ-5676-01A 47 years, male, white, stage:iii, alive, 4067 days 329.5
TCGA-B8-5165-01A 43 years, male, white, stage:i, alive, 737 days 328.7
TCGA-BP-4167-01A 60 years, male, white, stage:iii, alive, 2718 days 328.7
TCGA-B4-5835-01A 64 years, female, white, stage:i, alive, 16 days 328.5
TCGA-BP-4342-01A 79 years, male, white, stage:ii, dead, 2256 days 327.6
TCGA-B0-4828-01A 79 years, male, white, stage:iv, dead, 307 days 327.1
TCGA-CZ-5458-01A 43 years, male, white, stage:iii, alive, 2789 days 325.6
TCGA-AK-3433-01A 48 years, female, white, stage:ii, alive, 3409 days 325.5
TCGA-BP-4968-01A 40 years, male, white, stage:i, alive, 1746 days 325.4
TCGA-B0-4844-01A 60 years, male, white, stage:iv, dead, 313 days 325.4
TCGA-B4-5843-01A 45 years, male, white, stage:i, alive, 11 days 325.1
TCGA-BP-4973-01A 47 years, male, white, stage:iii, alive, 1384 days 325.1
TCGA-B0-5699-01A 53 years, male, white, stage:i, alive, 3841 days 324.3
TCGA-CJ-6028-01A 58 years, male, white, stage:iv, dead, 1625 days 324.2
TCGA-B0-5701-01A 65 years, male, white, stage:iii, alive, 2461 days 323.8
TCGA-CJ-4884-01A 72 years, female, white, stage:iii, alive, 1759 days 323.8
TCGA-G6-A5PC-01A 54 years, female, black or african american, stage:iv, dead, 242 days 323.2
TCGA-BP-5006-01A 61 years, male, white, stage:i, alive, 840 days 322.7
TCGA-B0-4688-01A 46 years, male, white, stage:iv, dead, 101 days 322.0
TCGA-A3-3308-01A 77 years, female, white, stage:iii, alive, 16 days 321.9
TCGA-B0-4836-01A 61 years, male, white, stage:iv, dead, 1238 days 321.5
TCGA-B0-4811-01A 48 years, male, white, stage:iii, dead, 1417 days 320.9
TCGA-B0-4816-01A 49 years, male, white, stage:ii, dead, 1371 days 320.8
TCGA-B0-5100-01A 72 years, male, black or african american, stage:iii, dead, 1913 days 320.8
TCGA-BP-4169-01A 76 years, female, white, stage:ii, dead, 701 days 319.8
TCGA-BP-4765-01A 43 years, male, white, stage:i, alive, 2184 days 318.3
TCGA-DV-5575-01A 52 years, female, white, stage:i, alive, 1729 days 317.3
TCGA-BP-4798-01A 74 years, male, white, dead, 334 days 316.2
TCGA-CJ-4894-01A 58 years, male, white, stage:iii, dead, 841 days 316.1
TCGA-A3-3323-01A 53 years, male, white, stage:i, alive, 1106 days 315.9
TCGA-A3-3343-01A 79 years, male, white, stage:ii, alive, 945 days 315.2
TCGA-BP-4331-01A 52 years, male, white, stage:i, dead, 2454 days 314.3
TCGA-BP-5168-01A 75 years, male, white, stage:i, dead, 1463 days 313.8
TCGA-G6-A8L8-01A 62 years, female, black or african american, stage:i, dead, 1091 days 313.4
TCGA-BP-5000-01A 40 years, male, white, stage:i, alive, 563 days 313.2
TCGA-CW-6087-01A 61 years, male, white, stage:iv, dead, 41 days 313.1
TCGA-B4-5377-01A 68 years, female, white, stage:iv, alive, 365 days 312.4
TCGA-B0-5695-01A 61 years, female, white, stage:i, alive, 2150 days 312.4
TCGA-B0-4822-01A 78 years, male, white, stage:ii, dead, 1111 days 311.9
TCGA-BP-4158-01A 69 years, male, white, stage:i, alive, 3377 days 311.8
TCGA-BP-4797-01A 34 years, male, white, stage:iii, alive, 1107 days 311.7
TCGA-B0-5115-01A 43 years, male, white, stage:iv, alive, 1604 days 311.7
TCGA-A3-A6NL-01A 49 years, female, black or african american, stage:i, alive, 689 days 311.5
TCGA-BP-5182-01A 56 years, male, white, stage:i, alive, 1165 days 311.4
TCGA-B8-5550-01A 71 years, male, white, stage:iii, alive, 1476 days 311.1
TCGA-B0-5703-01A 73 years, male, white, stage:i, alive, 2246 days 310.4
TCGA-B0-5102-01A 74 years, female, white, stage:i, dead, 2764 days 310.1
TCGA-BP-5189-01A 60 years, male, white, stage:i, dead, 822 days 310.1
TCGA-B8-A7U6-01A 54 years, female, black or african american, stage:i, alive, 495 days 310.0
TCGA-BP-4776-01A 52 years, male, white, stage:i, alive, 411 days 309.9
TCGA-B8-5159-01A 61 years, female, white, stage:i, alive, 722 days 309.8
TCGA-B0-5120-01A 72 years, female, white, stage:i, alive, 1169 days 309.7
TCGA-BP-5175-01A 60 years, male, white, stage:i, alive, 932 days 309.4
TCGA-EU-5907-01A 81 years, male, white, stage:iii, alive, 127 days 309.1
TCGA-CJ-4636-01A 51 years, male, white, stage:iii, alive, 1924 days 308.9
TCGA-BP-4166-01A 69 years, male, white, stage:iii, alive, 13 days 308.7
TCGA-A3-3326-01A 47 years, male, white, stage:i, alive, 1137 days 308.4
TCGA-BP-4998-01A 49 years, male, asian, stage:i, alive, 932 days 307.9
TCGA-CJ-4902-01A 61 years, male, white, stage:iii, alive, 1520 days 306.7
TCGA-BP-5177-01A 46 years, female, white, stage:i, alive, 293 days 305.4
TCGA-BP-4960-01A 46 years, male, white, stage:ii, alive, 2172 days 304.9
TCGA-B0-4693-01A 73 years, female, white, stage:iii, dead, 77 days 304.4
TCGA-BP-4782-01A 55 years, female, white, stage:i, alive, 354 days 304.0
TCGA-A3-3322-01A 51 years, male, white, stage:i, alive, 1478 days 303.9
TCGA-CJ-4869-01A 49 years, male, white, stage:iii, alive, 2554 days 303.5
TCGA-A3-3316-01A 57 years, male, white, stage:ii, alive, 1493 days 302.3
TCGA-3Z-A93Z-01A 69 years, male, black or african american, stage:i, alive, 385 days 302.0
TCGA-CJ-4885-01A 64 years, male, white, stage:iv, alive, 3451 days 301.5
TCGA-CJ-4638-01A 46 years, female, white, stage:iv, dead, 431 days 301.5
TCGA-CZ-4866-01A 79 years, female, white, stage:i, alive, 3267 days 300.6
TCGA-CJ-6030-01A 66 years, male, white, stage:i, dead, 2299 days 300.3
TCGA-B0-5712-01A 68 years, female, black or african american, stage:iv, alive, 2722 days 300.0
TCGA-CZ-4865-01A 70 years, female, white, stage:i, dead, 166 days 299.6
TCGA-B0-5698-01A 77 years, male, black or african american, stage:i, alive, 3631 days 299.4
TCGA-CJ-4905-01A 62 years, female, white, stage:i, alive, 1496 days 298.1
TCGA-CJ-6031-01A 54 years, male, white, stage:i, alive, 1906 days 295.9
TCGA-BP-4790-01A 76 years, male, white, stage:i, dead, 1111 days 295.8
TCGA-CJ-5680-01A 65 years, female, white, stage:iv, dead, 768 days 295.6
TCGA-BP-5176-01A 78 years, female, white, stage:i, dead, 1590 days 295.1
TCGA-CJ-4882-01A 57 years, male, black or african american, stage:iii, alive, 1883 days 295.0
TCGA-BP-4801-01A 57 years, male, white, stage:i, alive, 1124 days 294.5
TCGA-BP-4995-01A 68 years, male, white, stage:i, alive, 1371 days 293.0
TCGA-DV-5574-01A 37 years, male, white, stage:i, alive, 2016 days 292.8
TCGA-BP-4771-01A 62 years, male, white, stage:iv, dead, 162 days 292.1
TCGA-BP-4976-01A 77 years, male, white, stage:i, alive, 1632 days 291.6
TCGA-CW-5584-01A 74 years, male, white, stage:iii, dead, 164 days 291.5
TCGA-BP-5202-01A 75 years, male, white, stage:iii, alive, 29 days 290.7
TCGA-BP-4986-01A 75 years, male, white, stage:i, alive, 785 days 290.4
TCGA-BP-4967-01A 76 years, male, white, stage:iii, alive, 205 days 290.3
TCGA-MM-A563-01A 41 years, male, black or african american, alive, 591 days 290.1
TCGA-A3-3324-01A 51 years, male, white, stage:i, alive, 1186 days 290.1
TCGA-BP-4961-01A 47 years, male, white, stage:i, alive, 1935 days 289.7
TCGA-AK-3454-01A 84 years, male, white, stage:i, alive, 874 days 289.0
TCGA-CZ-4859-01A 59 years, female, white, stage:i, alive, 1787 days 288.2
TCGA-CZ-5470-01A 72 years, female, stage:ii, alive, 386 days 286.4
TCGA-CZ-5988-01A 38 years, male, white, stage:i, alive, 693 days 286.0
TCGA-AK-3426-01A 37 years, male, white, stage:iii, dead, 885 days 285.8
TCGA-B0-5711-01A 50 years, male, white, stage:iii, alive, 3989 days 285.2
TCGA-CJ-4895-01A 62 years, male, white, stage:iv, dead, 1200 days 284.6
TCGA-CJ-4918-01A 64 years, male, white, stage:iv, dead, 93 days 283.8
TCGA-CJ-4897-01A 79 years, female, white, stage:iii, alive, 3341 days 283.7
TCGA-BP-5185-01A 56 years, male, white, stage:i, alive, 1132 days 281.2
TCGA-BP-4334-01A 56 years, male, white, stage:iii, dead, 645 days 280.8
TCGA-CW-6093-01A 73 years, male, white, stage:i, alive, 3146 days 277.8
TCGA-BP-4327-01A 75 years, female, white, stage:ii, dead, 109 days 277.4
TCGA-BP-4177-01A 65 years, male, white, stage:i, alive, 1670 days 277.0
TCGA-CJ-4907-01A 58 years, male, white, stage:iii, alive, 1499 days 276.2
TCGA-B4-5378-01A 62 years, male, white, stage:i, alive, 175 days 276.1
TCGA-BP-4994-01A 54 years, male, white, stage:i, alive, 1308 days 275.5
TCGA-BP-4330-01A 60 years, female, black or african american, stage:iii, alive, 1888 days 275.4
TCGA-CZ-5463-01A 76 years, male, white, stage:ii, alive, 662 days 275.3
TCGA-AK-3460-01A 58 years, male, white, stage:i, alive, 2508 days 274.9
TCGA-B0-4818-01A 68 years, female, white, stage:ii, dead, 510 days 274.4
TCGA-CJ-4901-01A 47 years, male, white, stage:iii, alive, 1450 days 274.0
TCGA-AS-3777-01A 63 years, male, white, stage:i, alive, 1238 days 273.2
TCGA-CJ-4637-01A 52 years, female, white, stage:iv, dead, 2227 days 273.2
TCGA-CZ-5451-01A 74 years, male, white, stage:ii, alive, 1929 days 272.5
TCGA-CZ-5985-01A 58 years, male, white, stage:ii, alive, 1997 days 271.5
TCGA-B0-5705-01A 65 years, female, white, stage:i, alive, 4537 days 270.9
TCGA-BP-5007-01A 46 years, male, white, stage:ii, alive, 1140 days 270.8
TCGA-A3-3349-01A 34 years, female, white, stage:i, alive, 1385 days 270.6
TCGA-BP-5195-01A 75 years, male, white, stage:i, alive, 749 days 269.7
TCGA-CJ-4878-01A 71 years, female, white, stage:iii, alive, 2186 days 269.6
TCGA-DV-A4VZ-01A 53 years, male, black or african american, stage:i, alive, 365 days 269.3
TCGA-BP-4777-01A 46 years, male, white, stage:i, alive, 1731 days 269.1
TCGA-B2-4101-01A 52 years, male, white, stage:ii, alive, 648 days 269.0
TCGA-BP-5186-01A 50 years, female, white, stage:i, alive, 693 days 266.9
TCGA-B0-4703-01A 51 years, male, white, stage:iv, dead, 182 days 266.6
TCGA-A3-3317-01A 67 years, male, stage:ii, alive, 1491 days 265.1
TCGA-A3-3363-01A 50 years, male, asian, stage:ii, alive, 319 days 264.4
TCGA-B0-5095-01A 81 years, male, white, stage:iii, dead, 245 days 264.0
TCGA-BP-4173-01A 47 years, male, white, stage:ii, alive, 1893 days 263.6
TCGA-B8-A54K-01A 61 years, male, black or african american, stage:i, alive, 469 days 262.4
TCGA-BP-5191-01A 80 years, male, white, stage:iii, alive, 967 days 262.1
TCGA-AK-3456-01A 48 years, male, black or african american, stage:ii, alive, 1143 days 261.6
TCGA-CJ-4874-01A 73 years, female, white, stage:i, alive, 2283 days 261.5
TCGA-CJ-4644-01A 48 years, female, white, stage:iv, dead, 336 days 260.7
TCGA-B0-5706-01A 45 years, male, white, stage:ii, alive, 3205 days 260.4
TCGA-BP-4970-01A 44 years, male, asian, stage:iii, alive, 433 days 259.9
TCGA-A3-3374-01A 51 years, female, black or african american, stage:i, alive, 1314 days 257.6
TCGA-BP-4977-01A 57 years, male, white, stage:i, alive, 454 days 255.8
TCGA-CZ-5986-01A 61 years, male, white, stage:i, alive, 373 days 253.9
TCGA-CJ-4890-01A 72 years, male, white, stage:iv, alive, 3519 days 252.8
TCGA-CJ-4639-01A 49 years, female, white, stage:ii, alive, 3229 days 251.9
TCGA-B0-5709-01A 62 years, female, white, stage:iii, alive, 3974 days 251.5
TCGA-BP-5199-01A 58 years, male, white, stage:ii, alive, 1355 days 251.4
TCGA-B0-4838-01A 69 years, female, white, stage:i, dead, 834 days 251.1
TCGA-CJ-4886-01A 43 years, female, white, stage:i, alive, 1952 days 250.4
TCGA-CJ-4642-01B 47 years, male, white, stage:ii, alive, 3205 days 250.3
TCGA-BP-4351-01A 51 years, female, white, stage:iii, alive, 970 days 249.8
TCGA-B2-5635-01A 74 years, male, white, stage:i, alive, 755 days 249.5
TCGA-BP-4325-01A 64 years, female, white, stage:i, alive, 2964 days 249.4
TCGA-CJ-4887-01A 48 years, male, white, stage:iv, dead, 932 days 248.9
TCGA-B0-4697-01A 46 years, female, white, stage:iv, dead, 578 days 247.8
TCGA-B8-A54G-01A 50 years, male, black or african american, stage:i, alive, 53 days 247.4
TCGA-B0-4849-01A 51 years, male, white, stage:iii, dead, 69 days 247.2
TCGA-BP-4965-01A 46 years, male, white, stage:i, alive, 1871 days 246.5
TCGA-B0-5697-01A 50 years, male, white, stage:i, alive, 2630 days 246.3
TCGA-A3-3362-01A 60 years, female, white, stage:i, alive, 1559 days 246.1
TCGA-B8-5163-01A 63 years, female, white, stage:iii, alive, 822 days 245.6
TCGA-B0-5812-01A 53 years, male, white, stage:i, alive, 3834 days 245.5
TCGA-B8-5553-01A 67 years, female, white, stage:i, alive, 435 days 245.0
TCGA-AK-3440-01A 58 years, male, white, stage:i, alive, 2865 days 244.8
TCGA-A3-A8CQ-01A 59 years, female, black or african american, stage:i, alive, 3 days 244.3
TCGA-CJ-5683-01A 78 years, male, white, stage:i, alive, 1889 days 243.9
TCGA-B0-5119-01A 61 years, female, white, stage:i, alive, 1552 days 242.8
TCGA-B0-5400-01A 59 years, female, white, stage:iii, alive, 1733 days 242.4
TCGA-CJ-5689-01A 90 years, male, white, stage:i, dead, 1620 days 242.3
TCGA-AK-3461-01A 72 years, male, white, stage:i, alive, 2217 days 241.5
TCGA-B0-5099-01A 88 years, female, white, stage:iii, dead, 485 days 241.5
TCGA-DV-5576-01A 55 years, female, black or african american, stage:i, dead, 727 days 241.0
TCGA-CJ-4875-01A 67 years, male, white, stage:iv, dead, 3554 days 240.4
TCGA-BP-4335-01A 65 years, female, white, stage:iv, dead, 475 days 240.3
TCGA-B0-4841-01A 63 years, male, white, stage:iv, dead, 204 days 240.3
TCGA-CJ-4641-01A 55 years, female, white, stage:iv, dead, 1661 days 240.2
TCGA-BP-4799-01A 70 years, male, white, stage:iii, dead, 1133 days 239.1
TCGA-B0-5077-01A 77 years, male, white, stage:i, dead, 1317 days 238.8
TCGA-B8-5545-01A 42 years, male, black or african american, stage:i, alive, 1525 days 238.5
TCGA-B0-4819-01A 60 years, female, white, stage:iv, dead, 183 days 238.3
TCGA-B0-4833-01A 82 years, female, white, stage:i, dead, 2386 days 237.8
TCGA-BP-5174-01A 45 years, female, white, stage:i, alive, 2257 days 237.7
TCGA-CZ-4863-01A 51 years, female, white, stage:iii, alive, 1928 days 237.7
TCGA-CW-5583-01A 51 years, female, white, stage:i, alive, 2489 days 237.6
TCGA-BP-4344-01A 75 years, female, white, stage:i, alive, 1666 days 235.9
TCGA-B0-5121-01A 56 years, male, white, stage:i, alive, 1485 days 235.2
TCGA-BP-4758-01A 40 years, male, white, stage:i, alive, 2208 days 234.9
TCGA-DV-5565-01A 59 years, male, white, stage:i, alive, 1329 days 234.1
TCGA-BP-4981-01A 75 years, female, white, stage:iii, dead, 1097 days 234.0
TCGA-BP-4341-01A 67 years, male, white, stage:iii, dead, 1589 days 233.4
TCGA-BP-4165-01A 64 years, female, white, stage:i, alive, 3037 days 232.6
TCGA-MM-A84U-01A 58 years, female, black or african american, stage:i, alive, 700 days 232.6
TCGA-CW-5591-01A 56 years, male, white, stage:iv, alive, 2271 days 231.5
TCGA-B0-5092-01A 53 years, female, white, stage:iv, dead, 459 days 231.3
TCGA-CW-5581-01A 44 years, male, white, stage:i, alive, 2799 days 231.1
TCGA-CJ-4916-01A 69 years, female, white, stage:iii, alive, 1373 days 230.9
TCGA-A3-A6NN-01A 78 years, male, black or african american, stage:i, alive, 3 days 230.7
TCGA-A3-3307-01A 66 years, male, stage:iii, alive, 1436 days 230.6
TCGA-A3-A6NJ-01A 57 years, female, black or african american, stage:i, alive, 468 days 230.2
TCGA-BP-4164-01A 51 years, female, white, stage:iii, dead, 992 days 229.5
TCGA-BP-4774-01A 57 years, female, white, stage:i, alive, 1885 days 229.4
TCGA-DV-5573-01A 41 years, male, white, stage:i, alive, 1130 days 229.4
TCGA-BP-4993-01A 58 years, male, white, stage:i, alive, 177 days 229.3
TCGA-BP-4345-01A 62 years, male, white, stage:iii, alive, 1516 days 229.1
TCGA-B0-4714-01A 81 years, male, white, stage:iv, dead, 99 days 227.5
TCGA-B8-5546-01A 38 years, female, black or african american, stage:i, alive, 505 days 226.6
TCGA-CJ-4888-01A 59 years, male, white, stage:iv, dead, 1567 days 226.4
TCGA-CJ-4634-01A 60 years, female, white, stage:i, alive, 3498 days 224.7
TCGA-EU-5906-01A 55 years, male, white, stage:i, alive, 206 days 224.5
TCGA-AK-3465-01A 71 years, female, black or african american, stage:i, alive, 369 days 224.4
TCGA-A3-3365-01A 46 years, male, white, stage:i, alive, 873 days 224.0
TCGA-BP-5004-01A 53 years, male, white, stage:i, alive, 1126 days 223.8
TCGA-CJ-5686-01A 59 years, female, white, stage:i, alive, 2038 days 223.0
TCGA-DV-A4W0-01A 55 years, male, black or african american, stage:i, alive, 2470 days 222.4
TCGA-AK-3450-01A 85 years, female, white, stage:i, alive, 1779 days 222.0
TCGA-CZ-5455-01A 63 years, male, white, stage:iv, dead, 561 days 221.8
TCGA-BP-4795-01A 74 years, female, white, stage:i, alive, 620 days 220.7
TCGA-B4-5836-01A 61 years, female, white, stage:i, alive, 141 days 220.2
TCGA-CJ-4889-01A 63 years, female, white, stage:i, alive, 1946 days 220.1
TCGA-BP-4162-01A 65 years, female, white, stage:i, alive, 3074 days 220.0
TCGA-B4-5834-01A 59 years, male, white, stage:i, alive, 26 days 219.4
TCGA-CJ-4899-01A 42 years, male, asian, stage:i, alive, 1528 days 219.2
TCGA-CJ-4640-01A 49 years, male, white, stage:iii, alive, 3480 days 219.2
TCGA-B8-A54H-01A 69 years, female, black or african american, stage:ii, alive, 256 days 218.7
TCGA-CW-5585-01A 51 years, male, white, stage:iv, alive, 2609 days 218.6
TCGA-A3-A8OW-01A 37 years, male, black or african american, stage:iii, alive, 323 days 218.0
TCGA-B0-4847-01A 60 years, male, white, stage:iv, dead, 793 days 217.0
TCGA-B0-5088-01A 53 years, male, white, stage:i, dead, 563 days 216.6
TCGA-B0-4817-01A 81 years, male, white, stage:iii, dead, 1019 days 216.3
TCGA-BP-5201-01A 63 years, male, white, stage:iv, alive, 951 days 216.0
TCGA-DV-5567-01A 40 years, female, black or african american, stage:i, alive, 2004 days 214.8
TCGA-B0-5690-01A 53 years, female, white, stage:i, alive, 3392 days 213.4
TCGA-B0-4699-01A 74 years, male, white, stage:iv, dead, 110 days 212.1
TCGA-B2-5639-01A 46 years, male, white, stage:iv, dead, 1003 days 211.7
TCGA-AK-3453-01A 58 years, female, white, stage:ii, alive, 2531 days 211.4
TCGA-CJ-5672-01A 84 years, male, white, stage:i, dead, 2190 days 211.3
TCGA-BP-4982-01A 42 years, male, white, stage:i, alive, 1014 days 210.7
TCGA-CJ-4908-01A 38 years, male, white, stage:i, alive, 1531 days 209.9
TCGA-B8-5552-01B 41 years, female, white, stage:i, alive, 1046 days 209.3
TCGA-B0-4842-01A 74 years, female, white, stage:iii, dead, 1724 days 207.6
TCGA-BP-4355-01A 59 years, female, white, stage:iii, dead, 953 days 206.8
TCGA-A3-3313-01A 59 years, male, black or african american, stage:i, dead, 735 days 206.1
TCGA-B0-5106-01A 64 years, male, white, stage:i, dead, 1598 days 205.6
TCGA-B2-4098-01A 72 years, female, black or african american, stage:i, dead, 51 days 203.4
TCGA-B0-4827-01A 77 years, female, white, stage:iii, dead, 885 days 203.4
TCGA-BP-4972-01A 43 years, female, white, stage:iii, alive, 1502 days 203.3
TCGA-BP-5010-01A 63 years, male, white, stage:iii, dead, 878 days 203.2
TCGA-BP-4346-01A 57 years, male, white, stage:iii, dead, 1493 days 203.1
TCGA-BP-4991-01A 54 years, male, white, stage:i, alive, 1413 days 200.4
TCGA-B2-5636-01A 79 years, male, white, stage:i, alive, 919 days 200.1
TCGA-B8-4153-01B 74 years, male, white, stage:iii, alive, 762 days 200.0
TCGA-A3-3328-01A 79 years, male, white, stage:i, alive, 1385 days 199.2
TCGA-B0-5713-01A 75 years, female, white, stage:iii, alive, 2782 days 199.1
TCGA-BP-4969-01A 63 years, female, white, stage:i, alive, 1794 days 198.8
TCGA-CZ-5982-01A 59 years, female, white, stage:i, alive, 2439 days 198.3
TCGA-B0-5707-01A 39 years, female, white, stage:i, alive, 3744 days 198.0
TCGA-BP-4999-01A 56 years, male, white, stage:i, alive, 1266 days 197.0
TCGA-A3-3373-01A 54 years, female, white, stage:i, alive, 1621 days 196.6
TCGA-B8-A54J-01A 60 years, male, black or african american, stage:ii, alive, 528 days 195.8
TCGA-CJ-4893-01A 76 years, female, white, stage:i, alive, 750 days 195.5
TCGA-A3-3351-01A 42 years, male, white, stage:ii, alive, 910 days 195.5
TCGA-B0-4824-01A 49 years, female, white, stage:i, dead, 1657 days 194.3
TCGA-CJ-4904-01A 60 years, female, white, stage:iv, alive, 3302 days 193.5
TCGA-CZ-4862-01A 46 years, male, white, stage:i, alive, 3271 days 191.5
TCGA-A3-3320-01A 52 years, female, white, stage:i, alive, 1508 days 191.1
TCGA-BP-4769-01A 63 years, male, white, stage:i, alive, 1876 days 188.5
TCGA-BP-4347-01A 74 years, male, white, stage:iii, alive, 1367 days 188.3
TCGA-CJ-4643-01A 67 years, female, white, stage:ii, alive, 1793 days 187.8
TCGA-BP-4349-01A 68 years, female, white, stage:i, alive, 372 days 187.6
TCGA-CZ-4864-01A 86 years, male, white, stage:ii, dead, 2830 days 187.5
TCGA-B0-5691-01A 66 years, female, white, stage:i, alive, 3431 days 187.4
TCGA-B0-5692-01A 66 years, female, white, stage:iii, alive, 3944 days 187.1
TCGA-A3-3370-01A 48 years, female, white, stage:i, alive, 2274 days 185.1
TCGA-A3-3376-01A 51 years, male, black or african american, stage:i, dead, 1696 days 185.0
TCGA-EU-5904-01A 47 years, female, white, stage:i, alive, 551 days 184.6
TCGA-A3-3359-01A 82 years, female, white, stage:i, alive, 2504 days 184.0
TCGA-B0-5710-01A 57 years, male, white, stage:i, alive, 2430 days 183.9
TCGA-A3-3357-01A 62 years, male, white, stage:ii, alive, 2688 days 183.2
TCGA-AK-3443-01A 45 years, male, white, stage:ii, alive, 1423 days 182.5
TCGA-B8-5164-01A 65 years, male, white, stage:iii, alive, 26 days 182.1
TCGA-CW-6088-01A 60 years, male, white, stage:i, alive, 3222 days 181.4
TCGA-B8-4148-01A 63 years, female, white, stage:i, alive, 1520 days 180.5
TCGA-A3-3378-01A 60 years, male, white, stage:i, alive, 630 days 179.7
TCGA-B0-5110-01A 71 years, female, white, stage:i, alive, 2009 days 179.6
TCGA-BP-5200-01A 44 years, male, white, stage:ii, alive, 1063 days 179.1
TCGA-A3-3331-01A 86 years, female, white, stage:i, alive, 1485 days 178.7
TCGA-CW-5587-01A 62 years, female, white, stage:iii, alive, 2226 days 178.3
TCGA-B2-4102-01A 61 years, male, white, stage:i, alive, 952 days 175.3
TCGA-B0-4843-01A 57 years, male, white, stage:iii, dead, 320 days 174.7
TCGA-GK-A6C7-01A 77 years, female, black or african american, stage:i, alive, 61 days 174.6
TCGA-A3-3372-01A 64 years, male, white, stage:iii, alive, 735 days 174.4
TCGA-BP-4766-01A 43 years, female, white, stage:i, alive, 1462 days 174.3
TCGA-B0-4846-01A 52 years, male, white, stage:iv, dead, 1200 days 173.4
TCGA-B8-A8YJ-01A 60 years, female, black or african american, stage:i, alive, 431 days 173.4
TCGA-CZ-5462-01A 83 years, male, white, stage:iv, dead, 311 days 171.5
TCGA-B0-5117-01A 40 years, male, white, stage:i, alive, 1608 days 170.5
TCGA-B2-A4SR-01A 62 years, male, black or african american, stage:ii, alive, 507 days 169.7
TCGA-BP-4775-01A 55 years, female, white, stage:i, alive, 1843 days 169.3
TCGA-BP-4989-01A 58 years, male, white, stage:iii, alive, 118 days 168.7
TCGA-B0-5104-01A 90 years, female, white, stage:i, dead, 2752 days 162.1
TCGA-B8-4621-01A 63 years, male, black or african american, stage:i, alive, 788 days 160.5
TCGA-B8-4619-01A 58 years, male, white, stage:i, alive, 523 days 159.1
TCGA-CJ-6032-01A 63 years, female, white, stage:ii, alive, 3639 days 155.5
TCGA-B0-5085-01A 76 years, female, white, stage:iii, dead, 770 days 152.5
TCGA-BP-4340-01A 70 years, female, white, stage:i, dead, 562 days 151.5
TCGA-BP-5190-01A 61 years, male, white, stage:i, alive, 1011 days 150.4
TCGA-B2-3923-01A 59 years, male, white, stage:ii, alive, 992 days 149.1
TCGA-CJ-4876-01A 57 years, male, white, stage:ii, alive, 1955 days 147.7
TCGA-BP-4971-01A 40 years, male, white, stage:iii, alive, 1487 days 147.3
TCGA-B4-5844-01A 61 years, female, white, stage:ii, alive, 7 days 145.1
TCGA-CJ-5681-01A 44 years, female, white, stage:iv, dead, 552 days 144.3
TCGA-BP-5001-01A 43 years, female, white, stage:i, alive, 1177 days 140.2
TCGA-B0-4945-01A 75 years, female, white, stage:i, dead, 2145 days 138.8
TCGA-B8-A54D-01A 69 years, male, black or african american, stage:iii, alive, 830 days 137.6
TCGA-B0-4834-01A 49 years, male, white, stage:i, dead, 2090 days 113.3
TCGA-BP-4992-01A 66 years, male, white, stage:i, alive, 501 days 109.4
TCGA-6D-AA2E-01A 68 years, female, black or african american, stage:i, alive, 362 days 102.0
TCGA-BP-4756-01A 63 years, female, asian, stage:i, alive, 374 days 99.7
TCGA-B2-5633-01B 56 years, male, white, stage:i, alive, 963 days 92.2
TCGA-T7-A92I-01A 47 years, female, black or african american, stage:i, alive, 356 days 87.2
TCGA-B8-A54E-01A 62 years, female, black or african american, stage:i, alive, 909 days 85.5
TCGA-B8-4146-01B 41 years, female, white, stage:i, alive, 511 days 63.6
TCGA-B4-5832-01A 65 years, male, white, stage:iii, alive, 155 days 43.3
TCGA-CZ-5989-01A 60 years, male, white, stage:ii, alive, 1905 days 35.8
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