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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CYP3A5 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
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 average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
27.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
239.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
148.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
136.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
134.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
122.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
115.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
108.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
97.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
95.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
92.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
88.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
85.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
84.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
84.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
79.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
77.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
76.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
72.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
71.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
68.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
67.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
66.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
64.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
62.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
62.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
57.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
56.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
56.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
54.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
52.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
52.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
51.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
49.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
49.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
49.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
49.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
47.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
47.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
47.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
44.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
42.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
42.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
41.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
41.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
40.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
40.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
40.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
39.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
39.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
39.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
38.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
37.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
37.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
37.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
37.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
37.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
37.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
36.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
35.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
35.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
35.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
35.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
35.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
34.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
34.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
34.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
34.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
34.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
32.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
31.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
31.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
31.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
31.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
30.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
30.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
30.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
30.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
29.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
29.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
29.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
28.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
28.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
28.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
28.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
28.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
28.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
26.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
25.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
25.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
25.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
24.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
24.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
24.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
24.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
23.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
23.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
22.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
22.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
22.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
21.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
21.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
18.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
15.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
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.
CYP3A5 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
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 average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.0
Number of samples
486
Samples
Sample
Description
TPM
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
166.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
162.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
115.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
111.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
104.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
100.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
98.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
89.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
87.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
85.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
81.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
81.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
80.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
79.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
79.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
79.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
77.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
76.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
76.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
75.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
67.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
67.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
67.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
66.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
66.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
66.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
63.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
63.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
62.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
61.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
60.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
59.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
59.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
59.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
58.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
58.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
57.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
57.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
56.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
55.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
55.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
55.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
55.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
53.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
53.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
52.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
52.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
51.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
51.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
51.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
50.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
50.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
47.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
47.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
47.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
46.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
46.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
46.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
46.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
45.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
45.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
45.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
44.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
44.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
44.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
44.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
43.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
43.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
43.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
43.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
42.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
42.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
42.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
42.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
41.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
41.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
41.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
40.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
40.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
39.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
39.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
39.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
39.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
39.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
39.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
38.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
38.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
38.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
38.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
37.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
37.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
37.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
37.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
37.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
37.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
37.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
36.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
36.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
36.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
35.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
35.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
35.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
34.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
34.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
34.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
34.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
34.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
34.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
33.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
33.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
33.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
33.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
33.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
32.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
32.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
32.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
32.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
32.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
32.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
31.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
31.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
31.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
31.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
30.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
30.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
29.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
29.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
29.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
28.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
27.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
27.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
25.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
24.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
7.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
7.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
7.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
7.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
7.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
7.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
6.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
6.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
6.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
6.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
6.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
6.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
6.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
6.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
5.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
5.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
5.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
4.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
4.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
4.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
4.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
4.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
3.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
3.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
3.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
3.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
2.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
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.
CYP3A5 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
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 average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
75.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
63.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
62.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
59.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
52.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
50.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
49.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
39.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
38.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
38.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
37.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
37.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
35.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
33.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
31.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
30.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
30.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
30.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
30.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
29.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
29.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
28.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
28.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
27.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
27.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
27.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
25.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
25.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
23.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
22.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
21.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
21.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
20.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
20.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
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.
CYP3A5 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
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 average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.4
Number of samples
207
Samples
Sample
Description
TPM
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
207.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
108.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
102.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
88.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
69.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
69.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
65.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
60.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
59.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
57.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
54.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
53.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
49.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
48.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
48.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
47.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
47.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
45.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
45.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
44.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
44.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
43.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
40.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
40.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
40.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
40.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
39.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
39.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
39.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
39.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
38.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
38.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
38.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
38.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
36.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
36.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
36.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
34.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
33.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
33.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
32.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
32.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
32.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
31.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
30.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
30.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
30.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
29.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
29.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
28.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
28.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
28.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
8.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
7.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
7.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
6.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
6.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
5.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
5.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
5.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
5.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
4.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
4.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
3.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
3.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
2.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
2.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
3.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
2.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
1.9
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
1.7
8cc7e656-0152-4359-8566-0581c3
Tumor
1.7
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
1.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
1.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
1.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
1.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
1.3
82157a70-12f1-4913-b548-d98881_D2
Normal
1.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.9
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.9
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.9
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.8
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.8
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.8
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.7
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.5
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.6
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.6
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.7
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.7
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.7
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.7
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.7
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.7
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.7
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.7
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.7
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.7
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.7
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.7
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.8
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.8
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.9
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-1.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-1.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-1.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-1.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-1.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-1.8
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-2.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
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.
The Human Protein Atlas project is funded
