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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.
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.
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.
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 median 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
1001.4
Number of samples
438
Samples
Sample
Description
FPKM
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
6383.2
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
6088.1
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
5186.4
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
4480.9
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
4209.5
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
4025.1
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
3721.4
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
3604.1
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
3425.4
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
3330.6
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
3325.6
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
2965.4
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
2640.0
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
2609.2
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
2544.7
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
2510.5
TCGA-A6-5656-01B
74 years, male, white, stage:i, alive, 1001 days
2394.8
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
2340.3
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
2315.6
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
2289.9
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
2289.4
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
2253.0
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
2245.8
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
2217.9
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
2215.1
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
2205.9
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
2198.3
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
2178.2
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
2162.8
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
2139.6
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
2112.1
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
2110.4
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
2091.7
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
2087.1
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
2066.8
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
2058.5
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
1984.3
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
1928.3
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
1919.9
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
1902.1
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
1878.6
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
1878.4
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
1839.6
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
1837.2
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
1834.1
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
1825.2
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
1811.5
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
1802.5
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
1796.5
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
1794.6
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
1783.2
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
1782.3
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
1772.3
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
1771.4
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
1697.6
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
1692.2
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
1686.6
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
1660.2
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
1645.1
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
1584.3
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
1582.8
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
1580.3
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
1570.5
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
1568.3
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
1566.2
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
1561.3
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
1559.1
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
1539.5
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
1537.1
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
1519.9
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
1510.3
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
1491.2
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
1489.1
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
1489.0
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
1485.5
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
1473.8
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
1443.1
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
1441.0
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
1439.4
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
1428.4
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
1425.0
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
1421.4
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
1420.8
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
1414.6
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
1413.4
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
1397.6
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
1375.6
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
1373.0
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
1370.5
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
1367.2
TCGA-AA-A02Y-01A
73 years, male, stage:i, alive, 1216 days
1359.4
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
1351.6
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
1348.7
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
1341.4
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
1335.3
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
1334.6
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
1322.3
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
1314.3
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
1306.3
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
1295.6
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
1294.7
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
1292.6
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
1286.1
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
1284.9
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
1279.7
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
1269.6
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
1267.5
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
1262.5
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
1260.3
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
1252.0
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
1249.3
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
1241.4
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
1241.2
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
1240.0
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
1237.0
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
1235.7
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
1233.6
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
1233.5
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
1232.8
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
1232.5
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
1222.5
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
1219.5
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
1211.0
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
1199.0
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
1196.6
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
1194.3
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
1192.9
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
1189.5
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
1186.0
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
1184.7
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
1176.8
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
1160.7
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
1151.0
TCGA-AA-3977-01A
65 years, male, alive, 761 days
1150.7
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
1150.1
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
1150.0
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
1147.6
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
1134.3
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
1125.9
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
1120.6
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
1119.5
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
1116.6
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
1112.9
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
1104.3
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
1102.4
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
1098.4
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
1096.6
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
1079.4
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
1061.6
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
1056.9
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
1054.6
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
1054.1
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
1049.9
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
1048.3
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
1046.3
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
1043.6
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
1039.8
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
1038.5
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
1036.6
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
1031.8
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
1029.1
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
1028.6
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
1019.4
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
1017.9
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
1013.9
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
1013.7
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
1003.0
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
998.7
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
994.2
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
985.9
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
983.6
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
980.3
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
970.1
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
969.3
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
965.2
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
963.8
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
959.6
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
956.4
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
955.0
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
948.7
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
945.2
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
943.6
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
941.1
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
938.6
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
938.2
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
934.6
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
931.8
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
930.6
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
929.9
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
928.9
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
926.9
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
926.4
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
924.1
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
907.5
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
904.8
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
902.7
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
899.8
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
899.6
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
889.2
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
885.5
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
884.6
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
883.6
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
883.5
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
881.4
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
880.5
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
877.7
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
868.9
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
865.0
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
864.1
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
863.8
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
860.1
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
860.1
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
853.5
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
851.3
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
849.7
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
845.7
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
845.4
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
842.5
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
829.0
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
827.5
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
824.8
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
824.7
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
821.9
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
820.8
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
817.7
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
817.1
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
811.9
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
805.5
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
803.5
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
802.5
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
797.3
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
796.2
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
793.5
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
789.5
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
788.2
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
787.3
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
782.8
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
782.2
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
780.5
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
780.3
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
776.8
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
772.3
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
771.0
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
763.6
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
762.0
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
751.9
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
748.7
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
745.7
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
744.9
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
743.9
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
743.7
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
740.9
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
739.3
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
728.9
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
728.4
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
717.6
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
713.1
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
710.5
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
708.4
TCGA-AA-A004-01A
76 years, male, stage:iia, alive, 424 days
701.5
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
696.7
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
691.9
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
688.8
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
688.1
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
682.9
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
678.2
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
677.4
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
673.2
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
672.1
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
670.4
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
668.3
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
667.2
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
666.5
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
666.5
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
666.4
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
664.5
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
663.4
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
660.2
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
653.4
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
651.5
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
642.9
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
642.5
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
637.1
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
635.5
TCGA-AZ-6599-01A
72 years, male, white, stage:i, dead, 206 days
634.0
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
632.9
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
632.8
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
626.5
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
624.6
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
622.7
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
620.8
TCGA-AA-3947-01A
60 years, female, stage:iib, alive, 1004 days
618.6
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
611.2
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
609.8
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
604.4
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
602.5
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
600.5
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
600.5
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
598.6
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
598.3
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
597.3
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
593.7
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
589.8
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
587.7
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
585.8
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
583.2
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
580.7
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
576.4
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
574.7
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
571.7
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
570.1
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
564.0
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
563.8
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
560.8
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
558.2
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
548.4
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
547.2
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
545.2
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
536.5
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
522.2
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
517.3
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
507.4
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
503.5
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
503.4
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
502.9
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
502.1
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
500.6
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
499.4
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
499.2
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
487.7
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
485.0
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
484.0
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
480.8
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
469.6
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
465.7
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
462.9
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
462.9
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
462.0
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
460.9
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
458.6
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
452.2
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
450.7
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
449.2
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
446.7
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
443.4
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
440.0
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
439.7
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
438.8
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
436.4
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
430.8
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
426.3
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
426.0
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
423.4
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
420.5
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
419.6
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
418.9
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
417.5
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
417.4
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
413.7
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
407.7
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
405.9
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
404.1
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
400.8
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
397.1
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
386.2
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
386.0
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
385.5
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
377.2
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
376.4
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
375.7
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
372.4
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
371.1
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
368.9
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
368.5
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
363.4
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
363.3
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
362.4
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
359.4
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
356.2
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
351.3
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
351.0
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
342.5
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
339.0
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
338.7
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
335.6
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
331.5
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
328.6
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
315.9
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
311.8
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
309.7
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
307.5
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
303.2
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
299.3
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
298.5
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
290.2
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
285.4
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
282.4
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
282.3
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
281.7
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
281.3
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
281.0
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
280.7
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
279.2
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
277.6
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
274.7
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
274.4
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
266.0
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
256.5
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
255.4
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
253.8
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
253.1
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
253.0
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
242.4
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
238.4
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
236.5
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
227.8
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
227.4
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
225.4
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
216.0
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
215.4
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
212.1
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
209.0
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
207.4
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
181.0
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
163.2
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
160.5
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
154.5
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
150.6
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
131.7
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
131.6
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
125.4
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
118.5
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
116.4
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
109.9
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
75.2
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days