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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 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
208.6
Number of samples
597
Samples
Sample
Description
FPKM
TCGA-AF-4110-01A
77 years, male, white, stage:iva, alive, 912 days
3743.5
TCGA-AH-6547-01A
79 years, female, white, dead, 76 days
2793.4
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
2611.7
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
2223.8
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
1938.7
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
1867.3
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
1735.0
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
1636.1
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
1439.7
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
1408.2
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
1384.1
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
1298.0
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
1275.2
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
1241.2
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
1239.7
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
1147.1
TCGA-DC-6160-01A
68 years, male, white, stage:i, alive, 1339 days
1136.1
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
1097.4
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
1087.7
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
1065.0
TCGA-AF-2693-01A
75 years, male, white, stage:i, alive, 1155 days
1064.1
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
1058.0
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
1036.3
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
999.9
TCGA-EI-6506-01A
78 years, female, white, stage:iia, alive, 625 days
985.3
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
968.1
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
929.1
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
923.8
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
916.7
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
909.9
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
870.5
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
855.6
TCGA-AG-3892-01A
57 years, female, stage:i, alive, 396 days
839.7
TCGA-AG-3890-01A
62 years, male, stage:i, alive, 518 days
822.1
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
816.8
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
810.8
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
806.9
TCGA-AG-4007-01A
87 years, male, stage:iv, alive, 31 days
791.8
TCGA-EI-6884-01A
71 years, male, white, stage:iiia, alive, 328 days
770.2
TCGA-AG-3583-01A
66 years, male, stage:iv, dead, 610 days
755.2
TCGA-AG-3591-01A
66 years, female, stage:iia, alive, 1035 days
750.9
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
749.0
TCGA-EI-6510-01A
77 years, female, white, alive, 556 days
720.8
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
719.2
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
699.4
TCGA-AG-3611-01A
72 years, male, stage:iia, alive, 424 days
699.3
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
691.4
TCGA-AG-3581-01A
63 years, male, stage:i, alive, 215 days
687.1
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
677.4
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
673.6
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
668.2
TCGA-EI-6882-01A
59 years, male, white, stage:iia, alive, 262 days
659.9
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
648.4
TCGA-AG-3902-01A
61 years, male, stage:iia, alive, 974 days
642.8
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
632.1
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
631.8
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
616.8
TCGA-AG-3732-01A
78 years, female, stage:i, alive, 1003 days
614.7
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
606.1
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
602.6
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
586.1
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
576.7
TCGA-CI-6624-01C
53 years, female, white, stage:i, alive, 1466 days
574.6
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
555.2
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
550.8
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
545.8
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
543.3
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
534.3
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
530.4
TCGA-AG-3896-01A
85 years, female, stage:i, alive, 31 days
526.0
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
515.5
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
510.3
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
508.7
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
506.7
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
504.7
TCGA-BM-6198-01A
73 years, male, white, stage:iiib, alive, 646 days
499.5
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
498.5
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
498.4
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
495.0
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
489.6
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
485.2
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
478.0
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
474.2
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
463.5
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
447.8
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
443.6
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
438.5
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
432.7
TCGA-AG-3731-01A
65 years, male, stage:iv, alive, 1126 days
432.2
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
431.6
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
431.4
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
424.6
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
419.9
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
414.6
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
388.3
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
375.4
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
371.8
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
371.8
TCGA-AG-3909-01A
69 years, female, stage:iiib, alive, 608 days
368.9
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
368.7
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
349.8
TCGA-F5-6811-01A
72 years, female, white, stage:iia, alive, 979 days
343.6
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
339.9
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
333.6
TCGA-AF-6136-01A
72 years, female, white, stage:iiib, alive, 741 days
325.7
TCGA-AF-2690-01A
77 years, female, white, stage:iiic, dead, 524 days
313.9
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
307.2
TCGA-AG-3592-01A
68 years, male, stage:iia, alive, 1035 days
307.2
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
306.7
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
305.8
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
303.8
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
302.4
TCGA-AG-3608-01A
79 years, female, stage:iia, alive, 485 days
302.1
TCGA-EI-6511-01A
52 years, male, white, stage:iiib, alive, 482 days
301.9
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
294.4
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
294.3
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
290.6
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
288.5
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
286.5
TCGA-AG-3584-01A
60 years, male, stage:iv, dead, 730 days
286.2
TCGA-AG-4008-01A
63 years, male, stage:iia, alive, 518 days
284.0
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
281.8
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
278.6
TCGA-CI-6619-01B
41 years, male, white, stage:iv, alive, 184 days
275.6
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
274.6
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
268.8
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
265.9
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
261.8
TCGA-F5-6465-01A
64 years, female, white, stage:iia, alive, 1506 days
258.4
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
258.3
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
258.3
TCGA-DC-5337-01A
69 years, male, white, stage:i, alive, 792 days
257.7
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
256.2
TCGA-AG-3580-01A
67 years, male, stage:i, alive, 244 days
254.8
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
254.6
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
253.6
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
253.4
TCGA-AG-3599-01A
70 years, male, stage:i, alive, 366 days
251.6
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
246.5
TCGA-AF-2691-01A
48 years, female, white, stage:i, alive, 1309 days
243.7
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
238.6
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
237.7
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
235.2
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
233.8
TCGA-AG-3593-01A
72 years, female, stage:iia, alive, 1035 days
225.6
TCGA-AG-3728-01A
73 years, male, stage:iiib, alive, 912 days
225.0
TCGA-AG-3901-01A
67 years, female, stage:iiib, alive, 761 days
223.9
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
221.0
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
220.3
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
219.6
TCGA-AG-4022-01A
59 years, female, stage:ii, alive, 1400 days
218.5
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
217.8
TCGA-CM-5860-01A
44 years, male, white, stage:iia, alive, 974 days
214.8
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
212.9
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
211.3
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
209.0
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
209.0
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
208.5
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
207.4
TCGA-AH-6903-01A
46 years, male, white, stage:iiib, alive, 592 days
206.7
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
206.6
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
205.6
TCGA-AG-3882-01A
66 years, female, stage:i, alive, 608 days
205.3
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
205.1
TCGA-AG-4005-01A
64 years, male, stage:iv, alive, 427 days
203.5
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
201.0
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
197.4
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
197.3
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
192.3
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
192.1
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
192.0
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
191.0
TCGA-AG-3582-01A
75 years, male, stage:iv, dead, 1096 days
190.5
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
189.7
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
189.5
TCGA-DC-6158-01A
70 years, male, white, stage:i, dead, 334 days
186.9
TCGA-CI-6621-01A
63 years, male, white, stage:iiib, alive, 419 days
186.3
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
184.4
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
184.0
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
184.0
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
184.0
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
182.4
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
182.2
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
182.1
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
182.1
TCGA-AG-3605-01A
85 years, female, stage:iv, alive, 30 days
182.0
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
180.4
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
178.9
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
177.5
TCGA-AG-3878-01A
64 years, male, stage:i, alive, 30 days
174.6
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
171.3
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
170.3
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
170.0
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
169.7
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
168.7
TCGA-AG-3598-01A
69 years, male, stage:iia, alive, 1522 days
164.9
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
164.8
TCGA-EI-6508-01A
48 years, female, white, stage:iiib, alive, 636 days
163.4
TCGA-CI-6620-01A
41 years, female, white, stage:iva, alive, 1009 days
158.3
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
156.4
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
155.1
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
154.9
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
150.9
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
150.7
TCGA-DC-4749-01A
57 years, male, white, stage:i, alive, 762 days
148.1
TCGA-AG-3885-01A
71 years, female, stage:iiib, alive, 546 days
147.8
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
147.5
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
144.7
TCGA-A6-5656-01B
74 years, male, white, stage:i, alive, 1001 days
144.7
TCGA-AG-3574-01A
89 years, female, stage:ii, dead, 1096 days
144.5
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
141.3
TCGA-EI-6512-01A
64 years, female, white, stage:iiib, alive, 538 days
141.2
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
138.5
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
135.7
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
134.6
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
133.2
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
131.8
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
131.2
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
130.0
TCGA-AG-3600-01A
62 years, male, stage:iiic, alive, 184 days
129.1
TCGA-AF-6672-01A
43 years, male, white, stage:iv, alive, 748 days
128.2
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
127.8
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
127.5
TCGA-CI-6622-01A
74 years, male, white, stage:iib, alive, 1362 days
127.4
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
126.6
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
125.0
TCGA-F5-6702-01A
71 years, male, white, stage:iva, alive, 869 days
124.1
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
121.3
TCGA-AF-6655-01A
66 years, male, white, stage:iiia, alive, 609 days
120.0
TCGA-AG-3725-01A
90 years, female, stage:iii, alive, 638 days
119.6
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
119.4
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
118.9
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
118.6
TCGA-EI-6881-01A
60 years, male, white, stage:iiia, alive, 499 days
118.6
TCGA-CI-6623-01B
44 years, male, white, stage:i, alive, 1443 days
117.0
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
116.9
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
116.1
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
115.7
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
114.1
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
113.4
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
112.6
TCGA-DC-6681-01A
70 years, female, white, stage:iva, alive, 790 days
112.3
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
110.8
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
110.7
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
110.7
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
109.3
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
109.0
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
108.7
TCGA-AG-3578-01A
76 years, female, stage:iia, alive, 974 days
108.5
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
106.3
TCGA-DC-4745-01A
49 years, female, white, stage:iiib, alive, 639 days
105.8
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
105.5
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
105.1
TCGA-AG-3887-01A
68 years, male, stage:iia, alive, 1124 days
104.9
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
104.3
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
102.7
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
101.9
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
101.8
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days
101.4
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
100.4
TCGA-AA-3977-01A
65 years, male, alive, 761 days
100.3
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
99.6
TCGA-AG-3894-01A
65 years, male, stage:iia, alive, 426 days
98.6
TCGA-DC-5869-01A
62 years, female, black or african american, stage:iiib, alive, 943 days
98.0
TCGA-AG-3612-01A
55 years, female, stage:iiib, alive, 608 days
97.2
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
96.2
TCGA-AA-3947-01A
60 years, female, stage:iib, alive, 1004 days
96.2
TCGA-AG-3575-01A
51 years, male, stage:ii, alive, 365 days
96.1
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
95.9
TCGA-G5-6233-01A
74 years, male, white, dead, 556 days
95.8
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
95.5
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
94.7
TCGA-G5-6641-01A
67 years, male, white, stage:iiia, alive, 804 days
94.4
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
94.3
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
94.2
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
92.5
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
92.4
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
91.5
TCGA-F5-6464-01A
77 years, female, white, stage:iiic, dead, 303 days
89.2
TCGA-AG-A00Y-01A
68 years, male, stage:iia, alive, 700 days
88.5
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
88.4
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
88.1
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
87.4
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
86.0
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
83.4
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
83.0
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
82.9
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
81.2
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
79.4
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
79.4
TCGA-AG-3883-01A
69 years, male, stage:i, alive, 31 days
78.3
TCGA-AZ-6599-01A
72 years, male, white, stage:i, dead, 206 days
77.6
TCGA-AH-6897-01A
48 years, male, white, stage:i, alive, 804 days
77.5
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
77.5
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
76.5
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
74.3
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
73.9
TCGA-AF-3911-01A
48 years, male, white, stage:iiic, alive, 1148 days
73.8
TCGA-F5-6812-01A
67 years, male, white, stage:iia, alive, 1110 days
73.5
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
73.3
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
72.4
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
72.2
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
71.6
TCGA-AG-A011-01A
80 years, male, stage:iia, alive, 1126 days
70.4
TCGA-AG-3609-01A
65 years, female, stage:iiic, alive, 608 days
69.8
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
69.6
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
69.4
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
69.0
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
68.5
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
67.8
TCGA-AG-A02N-01A
67 years, male, stage:ii, alive, 1885 days
67.6
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
66.4
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
65.1
TCGA-F5-6571-01A
62 years, female, white, stage:iia, alive, 1288 days
65.0
TCGA-AG-A032-01A
68 years, male, stage:iiib, alive, 1157 days
64.6
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
64.1
TCGA-AG-A01J-01A
59 years, female, stage:iia, alive, 31 days
63.1
TCGA-AF-2692-01A
54 years, female, white, stage:iia, alive, 412 days
62.0
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
61.2
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
60.6
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
60.1
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
59.5
TCGA-AG-3594-01A
77 years, male, stage:iia, dead, 61 days
59.3
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
58.8
TCGA-AF-2687-01A
57 years, male, white, stage:iiic, alive, 1427 days
58.5
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
58.3
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
57.9
TCGA-CL-4957-01A
79 years, female, dead, 425 days
57.6
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
57.0
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
56.6
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
56.0
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
52.3
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
52.2
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
52.2
TCGA-AF-A56L-01A
48 years, female, black or african american, stage:iiic, alive, 2007 days
51.9
TCGA-DY-A1DC-01A
72 years, female, white, stage:iia, dead, 1258 days
51.6
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
51.4
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
51.4
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
51.3
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
50.6
TCGA-AF-A56K-01A
56 years, male, black or african american, stage:iia, alive, 2635 days
50.2
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
50.0
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
49.7
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
48.7
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
47.7
TCGA-F5-6813-01A
70 years, male, white, stage:iiic, dead, 598 days
47.4
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
47.1
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
46.6
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
45.5
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
45.0
TCGA-A6-5659-01A
82 years, male, white, stage:i, alive, 926 days
44.6
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
44.3
TCGA-DC-6157-01A
48 years, male, black or african american, stage:i, alive, 1581 days
43.6
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
43.5
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
43.4
TCGA-AG-3586-01A
72 years, female, stage:iii, alive, 31 days
43.1
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
42.6
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
42.5
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
42.3
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
41.8
TCGA-DC-6682-01A
57 years, male, white, stage:iia, alive, 762 days
41.7
TCGA-EI-6883-01A
63 years, male, white, stage:iic, alive, 350 days
40.3
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
39.5
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
39.2
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
39.2
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
38.7
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
38.1
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
38.1
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
37.3
TCGA-AG-A023-01A
62 years, female, stage:iv, dead, 1581 days
37.0
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
36.8
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
36.5
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
35.8
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
35.0
TCGA-DC-6155-01A
31 years, female, white, stage:iiia, alive, 425 days
34.7
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
34.5
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
34.4
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
34.3
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
33.6
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
33.5
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
33.4
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
33.1
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
33.0
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
32.8
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
32.4
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
32.4
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
32.3
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
32.2
TCGA-AA-A004-01A
76 years, male, stage:iia, alive, 424 days
31.9
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
31.8
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
31.4
TCGA-AG-A015-01A
64 years, female, stage:i, alive, 1096 days
31.4
TCGA-EI-6885-01A
57 years, female, white, stage:iv, alive, 415 days
31.2
TCGA-F5-6864-01A
74 years, female, white, stage:iiib, alive, 379 days
31.0
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
30.4
TCGA-G5-6235-01A
72 years, male, white, stage:iiib, alive, 1696 days
29.5
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
29.4
TCGA-EF-5831-01A
72 years, male, white, stage:iia, alive, 127 days
29.3
TCGA-AG-3587-01A
65 years, male, stage:i, alive, 1400 days
29.1
TCGA-AG-A025-01A
62 years, female, stage:i, alive, 1520 days
29.0
TCGA-DC-6156-01A
62 years, male, white, stage:iva, alive, 943 days
28.8
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
28.0
TCGA-DY-A1DE-01A
56 years, female, white, stage:iia, alive, 3932 days
27.9
TCGA-AF-5654-01A
73 years, female, white, stage:i, dead, 512 days
27.8
TCGA-AG-3881-01A
83 years, female, stage:iia, alive, 579 days
27.6
TCGA-AF-3400-01A
54 years, male, white, stage:iia, alive, 1049 days
27.5
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
26.9
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
26.6
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
26.4
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
26.0
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
25.9
TCGA-AG-A00C-01A
49 years, female, stage:iiib, alive, 183 days
25.8
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
25.8
TCGA-EI-7004-01A
37 years, female, white, alive, 257 days
25.6
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
25.3
TCGA-AG-A020-01A
57 years, female, stage:iii, alive, 31 days
24.7
TCGA-AG-3893-01A
74 years, male, stage:iiib, alive, 1065 days
24.1
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
23.3
TCGA-AG-3898-01A
61 years, male, stage:iia, alive, 1461 days
23.2
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
23.1
TCGA-AH-6549-01A
66 years, male, white, alive, 532 days
22.9
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
22.3
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
22.1
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
21.9
TCGA-EI-6917-01A
33 years, male, white, stage:iiia, alive, 531 days
21.7
TCGA-AG-A036-01A
71 years, male, stage:iii, alive, 3562 days
21.1
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
20.9
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
20.8
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
20.5
TCGA-AA-A02Y-01A
73 years, male, stage:i, alive, 1216 days
20.4
TCGA-AG-3999-01A
61 years, female, stage:iiic, alive, 853 days
20.2
TCGA-AG-A02X-01A
77 years, male, stage:i, alive, 1247 days
20.0
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
19.9
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
19.9
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
19.9
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
19.3
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
19.0
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
18.8
TCGA-AG-3727-01A
78 years, female, stage:iii, alive, 30 days
18.4
TCGA-DY-A0XA-01A
57 years, female, white, stage:iia, alive, 3846 days
18.3
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
18.3
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
17.8
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
17.7
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
17.5
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
17.4
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
17.0
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
16.6
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
16.4
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
16.0
TCGA-AF-A56N-01A
47 years, female, black or african american, stage:iia, alive, 360 days
15.9
TCGA-F5-6861-01A
60 years, female, white, stage:iia, alive, 1160 days
15.8
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
15.5
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
15.5
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
15.5
TCGA-AH-6544-01A
60 years, male, white, alive, 1173 days
14.8
TCGA-AG-A02G-01A
66 years, male, stage:iv, dead, 1185 days
14.7
TCGA-AF-3913-01A
60 years, male, black or african american, stage:iv, dead, 316 days
14.3
TCGA-EI-6507-01A
60 years, male, white, stage:iia, alive, 607 days
14.2
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
14.1
TCGA-F5-6814-01A
57 years, male, white, stage:iia, alive, 1131 days
14.0
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
13.9
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
13.9
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
13.6
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
13.5
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
13.4
TCGA-AG-A016-01A
55 years, male, stage:iv, alive, 276 days
13.2
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
13.1
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
12.8
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
12.6
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
12.6
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
12.6
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
12.5
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
12.5
TCGA-AH-6644-01A
73 years, male, white, alive, 838 days
12.3
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
12.2
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
11.9
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
11.9
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
11.8
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
11.5
TCGA-G5-6572-01A
56 years, male, white, dead, 1432 days
11.4
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
11.3
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
11.3
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
11.1
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
11.0
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
10.9
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
10.8
TCGA-AG-4001-01A
74 years, female, stage:iia, alive, 1096 days
10.6
TCGA-DC-6683-01A
43 years, male, white, stage:iiib, alive, 762 days
10.6
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
10.3
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
10.3
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
10.1
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
9.9
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
9.9
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
9.8
TCGA-EI-7002-01A
58 years, male, white, stage:iv, alive, 364 days
9.6
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
9.3
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
9.2
TCGA-F5-6863-01A
71 years, female, white, stage:iiib, dead, 361 days
9.1
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
9.0
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
8.8
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
8.6
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
8.5
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
8.4
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
8.2
TCGA-AG-A01N-01A
68 years, female, stage:iv, alive, 943 days
8.0
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
8.0
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
7.9
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
7.8
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
7.8
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
7.8
TCGA-AG-A014-01A
86 years, male, stage:i, alive, 485 days
7.6
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
7.5
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
7.1
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
6.8
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
6.7
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
6.6
TCGA-CL-5917-01A
71 years, female, white, stage:iiic, alive, 2376 days
6.6
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
6.4
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
6.2
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
6.2
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
6.1
TCGA-AG-A026-01A
66 years, male, stage:ii, dead, 59 days
5.9
TCGA-AG-4021-01A
84 years, female, stage:iv, dead, 121 days
5.8
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
5.8
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
5.6
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
5.6
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
5.5
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
5.5
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
5.4
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
5.0
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
4.9
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
4.6
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
4.6
TCGA-EI-6514-01A
59 years, female, white, stage:iia, alive, 496 days
4.5
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
4.5
TCGA-AG-3742-01A
85 years, female, stage:i, alive, 30 days
4.3
TCGA-EI-6513-01A
59 years, male, white, stage:iiib, alive, 497 days
4.3
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
4.3
TCGA-DC-6154-01A
57 years, female, white, stage:iva, alive, 365 days
4.1
TCGA-AG-A008-01A
50 years, female, stage:i, alive, 424 days
4.0
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
3.9
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
3.9
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
3.9
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
3.8
TCGA-AG-A00H-01A
75 years, male, stage:iia, alive, 790 days
3.8
TCGA-DY-A1DD-01A
77 years, female, white, stage:iiib, dead, 1741 days
3.6
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
3.6
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
3.5
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
3.5
TCGA-AG-3726-01A
63 years, female, stage:i, alive, 243 days
3.5
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
3.5
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
3.5
TCGA-CL-5918-01A
90 years, female, white, stage:iia, alive, 218 days
3.3
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
3.1
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
2.8
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
2.7
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
2.6
TCGA-DT-5265-01A
51 years, male, asian, stage:ii, alive, 384 days
2.6
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
2.5
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
2.5
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
2.3
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
2.3
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
2.3
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
2.3
TCGA-DY-A1H8-01A
77 years, female, white, stage:iiia, dead, 992 days
2.0
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
1.9
TCGA-AH-6643-01A
50 years, male, white, stage:iiic, dead, 1314 days
1.9
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
1.8
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
1.7
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
1.6
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
1.5
TCGA-DY-A1DG-01A
75 years, male, white, stage:iva, dead, 1566 days
1.4
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
1.3
TCGA-AG-A002-01A
35 years, male, stage:i, alive, 638 days
1.3
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
1.2
TCGA-DY-A1DF-01A
73 years, female, white, stage:iiic, dead, 734 days
1.2
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
1.2
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
1.1
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
1.1
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
1.0
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
1.0
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
1.0
TCGA-EF-5830-01A
54 years, male, white, stage:iib, alive, 106 days
1.0
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
1.0
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
0.8
TCGA-EI-6509-01A
53 years, male, white, stage:iiic, alive, 517 days
0.7
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
0.7
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
0.7
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
0.6
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
0.6
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
0.5
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
0.5
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
0.4
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
0.4
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
0.3
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
0.2
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
0.2
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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
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high. This score is based on the staining intensity and fraction of stained cells.