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COLORECTAL CANCER - 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 interactive Survival Scatter plot allows for the cutoff to be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Survival analysis". Under the Survival Scatter plot the p-score landscape is shown together with the difference in median between survival time for patients who have died with respect to high and low expression. This is intended to aid the user in exploring custom cutoffs.
Individual patient data is displayed in an interactive plot 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).
Based on the FPKM value of each gene, we classified the patients into two groups and examined their prognoses. In the analysis, we excluded genes with low expression, i.e., those with a median expression among samples less than FPKM 1. The prognosis of each group of patients was examined by Kaplan-Meier survival estimators, and the survival outcomes of the two groups were compared by log-rank tests. To choose the best FPKM cut-offs for grouping the patients most significantly, all FPKM values from the 20th to 80th percentiles were used to group the patients, significant differences in the survival outcomes of the groups were examined and the value yielding the lowest log-rank P value is selected.
: 89.23
Median expression: N/A
Median follow up time: 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
155.9
Number of samples
597
Samples
Sample
Description
FPKM
TCGA-AG-A002-01A
35 years, male, stage:i, alive, 638 days
3592.0
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
2458.9
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
2354.9
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
1992.2
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
1985.7
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
1678.9
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
1464.7
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
1436.3
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
1421.5
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
1174.6
TCGA-AA-A004-01A
76 years, male, stage:iia, alive, 424 days
1147.6
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
1126.0
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
1124.5
TCGA-AH-6547-01A
79 years, female, white, dead, 76 days
1115.9
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
1082.2
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
941.9
TCGA-F5-6814-01A
57 years, male, white, stage:iia, alive, 1131 days
934.1
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
928.9
TCGA-AG-3581-01A
63 years, male, stage:i, alive, 215 days
922.1
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
888.4
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
863.8
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
855.8
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
853.2
TCGA-AG-3578-01A
76 years, female, stage:iia, alive, 974 days
805.1
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
766.8
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
739.6
TCGA-AA-3977-01A
65 years, male, alive, 761 days
730.9
TCGA-AF-4110-01A
77 years, male, white, stage:iva, alive, 912 days
698.5
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
696.2
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
693.9
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
664.7
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
651.5
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
644.6
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
599.1
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
551.1
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
539.6
TCGA-G5-6235-01A
72 years, male, white, stage:iiib, alive, 1696 days
539.2
TCGA-CI-6621-01A
63 years, male, white, stage:iiib, alive, 419 days
538.8
TCGA-CI-6619-01B
41 years, male, white, stage:iv, alive, 184 days
534.6
TCGA-AG-3582-01A
75 years, male, stage:iv, dead, 1096 days
532.0
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
530.5
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
523.0
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
520.3
TCGA-AG-4008-01A
63 years, male, stage:iia, alive, 518 days
511.2
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
507.1
TCGA-EI-6917-01A
33 years, male, white, stage:iiia, alive, 531 days
504.2
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
503.3
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
487.8
TCGA-CI-6624-01C
53 years, female, white, stage:i, alive, 1466 days
478.4
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
467.8
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
462.0
TCGA-AF-2693-01A
75 years, male, white, stage:i, alive, 1155 days
455.2
TCGA-AG-3878-01A
64 years, male, stage:i, alive, 30 days
453.9
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
450.8
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
442.9
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
430.7
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
422.8
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
412.7
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
409.5
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
406.8
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
405.2
TCGA-EI-6884-01A
71 years, male, white, stage:iiia, alive, 328 days
397.0
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
388.9
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
388.1
TCGA-EI-6506-01A
78 years, female, white, stage:iia, alive, 625 days
377.5
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
373.3
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
371.4
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
364.9
TCGA-AG-3902-01A
61 years, male, stage:iia, alive, 974 days
362.3
TCGA-AG-A020-01A
57 years, female, stage:iii, alive, 31 days
354.5
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
349.8
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
345.2
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
341.8
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
333.5
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
332.8
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
331.9
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
327.2
TCGA-AG-3728-01A
73 years, male, stage:iiib, alive, 912 days
321.6
TCGA-DY-A1H8-01A
77 years, female, white, stage:iiia, dead, 992 days
320.2
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
319.4
TCGA-AG-3731-01A
65 years, male, stage:iv, alive, 1126 days
318.4
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
311.5
TCGA-AF-2690-01A
77 years, female, white, stage:iiic, dead, 524 days
311.2
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
307.4
TCGA-AF-3400-01A
54 years, male, white, stage:iia, alive, 1049 days
300.5
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
300.3
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
297.9
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
288.9
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
285.4
TCGA-AG-3999-01A
61 years, female, stage:iiic, alive, 853 days
284.4
TCGA-AG-3893-01A
74 years, male, stage:iiib, alive, 1065 days
279.3
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
279.1
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
278.3
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
276.8
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
269.4
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
269.2
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
268.3
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
268.2
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
265.8
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
264.2
TCGA-AA-3947-01A
60 years, female, stage:iib, alive, 1004 days
263.7
TCGA-AG-3892-01A
57 years, female, stage:i, alive, 396 days
256.0
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
253.1
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
238.1
TCGA-AG-3598-01A
69 years, male, stage:iia, alive, 1522 days
236.3
TCGA-AG-4022-01A
59 years, female, stage:ii, alive, 1400 days
231.9
TCGA-CL-4957-01A
79 years, female, dead, 425 days
231.7
TCGA-AH-6544-01A
60 years, male, white, alive, 1173 days
230.2
TCGA-AG-3896-01A
85 years, female, stage:i, alive, 31 days
229.8
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
224.5
TCGA-AG-3599-01A
70 years, male, stage:i, alive, 366 days
223.5
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
220.3
TCGA-AG-A011-01A
80 years, male, stage:iia, alive, 1126 days
219.7
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
212.0
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
208.0
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
205.2
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
199.0
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
196.2
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
196.1
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
194.2
TCGA-CI-6622-01A
74 years, male, white, stage:iib, alive, 1362 days
193.7
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
192.7
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
186.9
TCGA-AG-3583-01A
66 years, male, stage:iv, dead, 610 days
186.2
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
183.7
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
183.1
TCGA-AG-3909-01A
69 years, female, stage:iiib, alive, 608 days
182.5
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
180.7
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
179.7
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
178.5
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
178.2
TCGA-G5-6641-01A
67 years, male, white, stage:iiia, alive, 804 days
177.3
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
174.6
TCGA-G5-6233-01A
74 years, male, white, dead, 556 days
173.5
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
167.3
TCGA-AF-6136-01A
72 years, female, white, stage:iiib, alive, 741 days
167.1
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
166.5
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
165.9
TCGA-AG-3883-01A
69 years, male, stage:i, alive, 31 days
165.9
TCGA-AG-A01J-01A
59 years, female, stage:iia, alive, 31 days
164.2
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
161.1
TCGA-AG-3600-01A
62 years, male, stage:iiic, alive, 184 days
160.8
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
160.8
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
159.8
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
157.1
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
157.0
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
156.0
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
155.1
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
154.9
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
153.6
TCGA-F5-6813-01A
70 years, male, white, stage:iiic, dead, 598 days
149.4
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
149.3
TCGA-AF-2692-01A
54 years, female, white, stage:iia, alive, 412 days
149.3
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
148.1
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
147.9
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
144.9
TCGA-AG-A02N-01A
67 years, male, stage:ii, alive, 1885 days
143.8
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
143.3
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
143.0
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
142.4
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
141.9
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
138.1
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
135.6
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
134.1
TCGA-EI-6512-01A
64 years, female, white, stage:iiib, alive, 538 days
134.0
TCGA-AG-3605-01A
85 years, female, stage:iv, alive, 30 days
133.5
TCGA-AG-3890-01A
62 years, male, stage:i, alive, 518 days
132.9
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
131.8
TCGA-AG-3608-01A
79 years, female, stage:iia, alive, 485 days
131.8
TCGA-AH-6903-01A
46 years, male, white, stage:iiib, alive, 592 days
130.5
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
130.4
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
128.9
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
128.3
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
127.5
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
126.9
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
126.4
TCGA-EF-5831-01A
72 years, male, white, stage:iia, alive, 127 days
125.0
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
123.8
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
123.4
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
120.7
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
119.4
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
118.1
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
118.0
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
117.3
TCGA-EI-6508-01A
48 years, female, white, stage:iiib, alive, 636 days
117.2
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
115.8
TCGA-F5-6702-01A
71 years, male, white, stage:iva, alive, 869 days
115.6
TCGA-AG-A02G-01A
66 years, male, stage:iv, dead, 1185 days
115.1
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
113.1
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
112.8
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
112.5
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
112.5
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
111.3
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
109.7
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
108.3
TCGA-DC-6160-01A
68 years, male, white, stage:i, alive, 1339 days
108.2
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
108.0
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
105.1
TCGA-AF-6672-01A
43 years, male, white, stage:iv, alive, 748 days
104.5
TCGA-AG-3885-01A
71 years, female, stage:iiib, alive, 546 days
104.4
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
103.5
TCGA-AG-3901-01A
67 years, female, stage:iiib, alive, 761 days
103.2
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
102.8
TCGA-DT-5265-01A
51 years, male, asian, stage:ii, alive, 384 days
101.6
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
101.2
TCGA-CM-5860-01A
44 years, male, white, stage:iia, alive, 974 days
101.1
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
101.0
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
99.7
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
99.3
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
99.3
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
99.2
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
97.7
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
97.2
TCGA-AF-2687-01A
57 years, male, white, stage:iiic, alive, 1427 days
97.2
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
95.9
TCGA-EI-6882-01A
59 years, male, white, stage:iia, alive, 262 days
94.7
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
94.6
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
94.6
TCGA-AG-4005-01A
64 years, male, stage:iv, alive, 427 days
93.2
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
93.2
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
92.6
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
92.5
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
92.2
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
91.3
TCGA-BM-6198-01A
73 years, male, white, stage:iiib, alive, 646 days
91.1
TCGA-AG-3586-01A
72 years, female, stage:iii, alive, 31 days
91.0
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
90.9
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
90.3
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
88.2
TCGA-AF-5654-01A
73 years, female, white, stage:i, dead, 512 days
87.6
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
87.3
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
87.1
TCGA-AG-3584-01A
60 years, male, stage:iv, dead, 730 days
87.0
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
86.0
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
84.1
TCGA-AG-A00C-01A
49 years, female, stage:iiib, alive, 183 days
84.0
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
83.8
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
83.6
TCGA-AG-3594-01A
77 years, male, stage:iia, dead, 61 days
82.7
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
82.2
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
81.7
TCGA-AG-3725-01A
90 years, female, stage:iii, alive, 638 days
81.2
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
80.9
TCGA-DC-5337-01A
69 years, male, white, stage:i, alive, 792 days
79.0
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
78.1
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
77.5
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
74.6
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
72.0
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
71.8
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
71.5
TCGA-AG-A008-01A
50 years, female, stage:i, alive, 424 days
71.3
TCGA-DC-6158-01A
70 years, male, white, stage:i, dead, 334 days
70.9
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
68.6
TCGA-F5-6811-01A
72 years, female, white, stage:iia, alive, 979 days
68.1
TCGA-EI-6510-01A
77 years, female, white, alive, 556 days
67.4
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
66.9
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
66.7
TCGA-AF-3911-01A
48 years, male, white, stage:iiic, alive, 1148 days
66.4
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
66.4
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
65.1
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
65.0
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
64.8
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
64.6
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
64.4
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
63.3
TCGA-AG-3881-01A
83 years, female, stage:iia, alive, 579 days
62.8
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
62.8
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
62.6
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
62.0
TCGA-AG-A036-01A
71 years, male, stage:iii, alive, 3562 days
61.9
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
60.7
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
59.6
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
58.9
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
57.2
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
57.0
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
56.3
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
56.3
TCGA-AG-A025-01A
62 years, female, stage:i, alive, 1520 days
56.1
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
55.9
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
54.5
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
54.3
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
54.3
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
53.3
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
52.8
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
52.7
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
52.7
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
52.3
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
50.3
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
50.2
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
50.2
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
50.1
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
49.8
TCGA-EI-7004-01A
37 years, female, white, alive, 257 days
49.8
TCGA-AA-A02Y-01A
73 years, male, stage:i, alive, 1216 days
49.8
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
49.6
TCGA-CI-6620-01A
41 years, female, white, stage:iva, alive, 1009 days
49.3
TCGA-DC-6155-01A
31 years, female, white, stage:iiia, alive, 425 days
49.1
TCGA-F5-6464-01A
77 years, female, white, stage:iiic, dead, 303 days
48.7
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
48.6
TCGA-CI-6623-01B
44 years, male, white, stage:i, alive, 1443 days
47.7
TCGA-AF-6655-01A
66 years, male, white, stage:iiia, alive, 609 days
46.4
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
46.0
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
45.9
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
45.8
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
45.1
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
44.4
TCGA-AG-3591-01A
66 years, female, stage:iia, alive, 1035 days
44.4
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
43.8
TCGA-EI-6881-01A
60 years, male, white, stage:iiia, alive, 499 days
43.7
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
43.5
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
43.3
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
42.9
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
42.4
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
42.0
TCGA-AG-3611-01A
72 years, male, stage:iia, alive, 424 days
42.0
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
41.9
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
41.3
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
41.2
TCGA-AH-6643-01A
50 years, male, white, stage:iiic, dead, 1314 days
40.9
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
40.7
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
40.0
TCGA-F5-6812-01A
67 years, male, white, stage:iia, alive, 1110 days
39.3
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
39.0
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
38.7
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
38.6
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
37.9
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
37.7
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
37.6
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
36.8
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
36.6
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
35.7
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
35.5
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
35.4
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
35.3
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
35.2
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
34.8
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
34.7
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
34.5
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
34.2
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
34.1
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
34.0
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
33.6
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
33.6
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
33.0
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
32.9
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
32.7
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
32.6
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
32.5
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
32.3
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
32.3
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
31.8
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
31.7
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
31.4
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
30.7
TCGA-AG-3574-01A
89 years, female, stage:ii, dead, 1096 days
30.7
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
30.6
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
30.3
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
30.2
TCGA-AG-A00Y-01A
68 years, male, stage:iia, alive, 700 days
30.1
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
29.7
TCGA-AG-3612-01A
55 years, female, stage:iiib, alive, 608 days
29.5
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
29.5
TCGA-AG-A023-01A
62 years, female, stage:iv, dead, 1581 days
29.4
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
29.3
TCGA-AG-A01N-01A
68 years, female, stage:iv, alive, 943 days
29.3
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
28.8
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
28.7
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
28.3
TCGA-AG-3609-01A
65 years, female, stage:iiic, alive, 608 days
27.7
TCGA-F5-6861-01A
60 years, female, white, stage:iia, alive, 1160 days
27.3
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
26.5
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
26.2
TCGA-AG-3592-01A
68 years, male, stage:iia, alive, 1035 days
26.2
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
25.8
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
24.6
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
24.0
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
23.8
TCGA-AG-3580-01A
67 years, male, stage:i, alive, 244 days
23.6
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
23.2
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
23.2
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
23.0
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
22.8
TCGA-AG-3882-01A
66 years, female, stage:i, alive, 608 days
22.7
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
22.3
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
21.9
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
21.8
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
21.6
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
21.4
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
21.2
TCGA-AG-4007-01A
87 years, male, stage:iv, alive, 31 days
21.1
TCGA-AG-A032-01A
68 years, male, stage:iiib, alive, 1157 days
20.8
TCGA-DC-4745-01A
49 years, female, white, stage:iiib, alive, 639 days
20.2
TCGA-DC-6157-01A
48 years, male, black or african american, stage:i, alive, 1581 days
20.1
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
19.8
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
19.7
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
19.5
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
18.8
TCGA-AG-3726-01A
63 years, female, stage:i, alive, 243 days
18.7
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
18.6
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
18.5
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
18.4
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
18.3
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
18.3
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
18.1
TCGA-AG-A026-01A
66 years, male, stage:ii, dead, 59 days
18.1
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
18.0
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
17.4
TCGA-DY-A1DC-01A
72 years, female, white, stage:iia, dead, 1258 days
17.2
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
16.1
TCGA-AF-2691-01A
48 years, female, white, stage:i, alive, 1309 days
16.0
TCGA-AG-A02X-01A
77 years, male, stage:i, alive, 1247 days
15.4
TCGA-AG-3887-01A
68 years, male, stage:iia, alive, 1124 days
15.4
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
15.3
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
15.0
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
14.8
TCGA-DY-A1DE-01A
56 years, female, white, stage:iia, alive, 3932 days
14.8
TCGA-AG-3727-01A
78 years, female, stage:iii, alive, 30 days
14.5
TCGA-AH-6644-01A
73 years, male, white, alive, 838 days
13.9
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
13.8
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
13.7
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
13.6
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
13.4
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
13.4
TCGA-EI-6511-01A
52 years, male, white, stage:iiib, alive, 482 days
13.3
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
13.1
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
12.9
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
12.9
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
12.6
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
11.9
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
11.9
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
11.7
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
11.6
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
11.4
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
10.9
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
10.7
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
10.6
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
10.3
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
10.2
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
10.2
TCGA-F5-6465-01A
64 years, female, white, stage:iia, alive, 1506 days
9.6
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
9.5
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
9.5
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
9.5
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
9.2
TCGA-DC-6681-01A
70 years, female, white, stage:iva, alive, 790 days
9.1
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
9.1
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
9.0
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
9.0
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
8.9
TCGA-DC-5869-01A
62 years, female, black or african american, stage:iiib, alive, 943 days
8.8
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
8.8
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
8.6
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
8.6
TCGA-AG-3898-01A
61 years, male, stage:iia, alive, 1461 days
8.5
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
8.4
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
8.3
TCGA-AG-3894-01A
65 years, male, stage:iia, alive, 426 days
8.2
TCGA-AF-3913-01A
60 years, male, black or african american, stage:iv, dead, 316 days
8.2
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
8.2
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
8.1
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
8.1
TCGA-EI-7002-01A
58 years, male, white, stage:iv, alive, 364 days
8.0
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
7.9
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
7.9
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
7.8
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
7.7
TCGA-F5-6571-01A
62 years, female, white, stage:iia, alive, 1288 days
7.6
TCGA-AG-A016-01A
55 years, male, stage:iv, alive, 276 days
7.5
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
7.5
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
7.2
TCGA-AG-3593-01A
72 years, female, stage:iia, alive, 1035 days
6.9
TCGA-AG-A015-01A
64 years, female, stage:i, alive, 1096 days
6.9
TCGA-AG-3575-01A
51 years, male, stage:ii, alive, 365 days
6.8
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
6.5
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
6.5
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
6.4
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
6.4
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
6.3
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
6.2
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
6.1
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days
6.1
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
6.0
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
6.0
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
5.9
TCGA-DY-A1DF-01A
73 years, female, white, stage:iiic, dead, 734 days
5.7
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
5.6
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
5.5
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
5.5
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
5.4
TCGA-AH-6897-01A
48 years, male, white, stage:i, alive, 804 days
5.3
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
5.3
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
5.3
TCGA-AG-3732-01A
78 years, female, stage:i, alive, 1003 days
5.2
TCGA-F5-6864-01A
74 years, female, white, stage:iiib, alive, 379 days
5.1
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
5.0
TCGA-AG-A00H-01A
75 years, male, stage:iia, alive, 790 days
4.9
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
4.6
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
4.6
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
4.6
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
4.4
TCGA-EI-6885-01A
57 years, female, white, stage:iv, alive, 415 days
4.3
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
4.2
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
4.2
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
3.9
TCGA-DY-A1DG-01A
75 years, male, white, stage:iva, dead, 1566 days
3.8
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
3.8
TCGA-EI-6883-01A
63 years, male, white, stage:iic, alive, 350 days
3.8
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
3.8
TCGA-AG-3587-01A
65 years, male, stage:i, alive, 1400 days
3.7
TCGA-DC-4749-01A
57 years, male, white, stage:i, alive, 762 days
3.6
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
3.6
TCGA-AZ-6599-01A
72 years, male, white, stage:i, dead, 206 days
3.5
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
3.5
TCGA-AG-4001-01A
74 years, female, stage:iia, alive, 1096 days
3.4
TCGA-EI-6514-01A
59 years, female, white, stage:iia, alive, 496 days
3.4
TCGA-A6-5656-01B
74 years, male, white, stage:i, alive, 1001 days
3.4
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
3.3
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
3.2
TCGA-EI-6509-01A
53 years, male, white, stage:iiic, alive, 517 days
3.2
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
3.1
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
2.9
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
2.8
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
2.7
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
2.7
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
2.7
TCGA-F5-6863-01A
71 years, female, white, stage:iiib, dead, 361 days
2.6
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
2.5
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
2.4
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
2.4
TCGA-AF-A56L-01A
48 years, female, black or african american, stage:iiic, alive, 2007 days
2.3
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
2.3
TCGA-DY-A1DD-01A
77 years, female, white, stage:iiib, dead, 1741 days
2.3
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
2.3
TCGA-EI-6513-01A
59 years, male, white, stage:iiib, alive, 497 days
2.3
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
2.3
TCGA-CL-5918-01A
90 years, female, white, stage:iia, alive, 218 days
2.3
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
2.2
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
2.1
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
2.0
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
2.0
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
1.9
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
1.8
TCGA-AH-6549-01A
66 years, male, white, alive, 532 days
1.7
TCGA-DC-6682-01A
57 years, male, white, stage:iia, alive, 762 days
1.6
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
1.5
TCGA-G5-6572-01A
56 years, male, white, dead, 1432 days
1.5
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
1.5
TCGA-AG-4021-01A
84 years, female, stage:iv, dead, 121 days
1.5
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
1.4
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
1.4
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
1.3
TCGA-AF-A56N-01A
47 years, female, black or african american, stage:iia, alive, 360 days
1.3
TCGA-DC-6156-01A
62 years, male, white, stage:iva, alive, 943 days
1.3
TCGA-EI-6507-01A
60 years, male, white, stage:iia, alive, 607 days
1.2
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
1.2
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
1.2
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
1.2
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
1.1
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
1.1
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
1.1
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
1.1
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
1.0
TCGA-AG-3742-01A
85 years, female, stage:i, alive, 30 days
1.0
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
1.0
TCGA-DC-6154-01A
57 years, female, white, stage:iva, alive, 365 days
0.9
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
0.9
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
0.9
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
0.8
TCGA-CL-5917-01A
71 years, female, white, stage:iiic, alive, 2376 days
0.8
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
0.8
TCGA-A6-5659-01A
82 years, male, white, stage:i, alive, 926 days
0.8
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
0.7
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
0.7
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
0.7
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
0.6
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
0.5
TCGA-AF-A56K-01A
56 years, male, black or african american, stage:iia, alive, 2635 days
0.5
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
0.5
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
0.4
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
0.4
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
0.4
TCGA-EF-5830-01A
54 years, male, white, stage:iib, alive, 106 days
0.4
TCGA-DY-A0XA-01A
57 years, female, white, stage:iia, alive, 3846 days
0.3
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
0.3
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
0.3
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
0.3
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
0.3
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
0.3
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
0.2
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
0.2
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
0.2
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
0.2
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
0.2
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
0.2
TCGA-AG-A014-01A
86 years, male, stage:i, alive, 485 days
0.2
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
0.1
TCGA-DC-6683-01A
43 years, male, white, stage:iiib, alive, 762 days
0.1
Show all
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
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).
The Human Protein Atlas project is funded
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