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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.
TIMM17A 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
42.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
89.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
77.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
76.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
74.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
73.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
72.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
71.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
71.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
71.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
71.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
69.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
65.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
65.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
63.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
63.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
63.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
62.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
62.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
61.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
61.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
61.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
60.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
60.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
60.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
60.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
59.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
59.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
59.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
58.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
58.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
57.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
57.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
56.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
56.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
56.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
56.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
55.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
54.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
54.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
54.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
53.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
53.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
53.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
53.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
53.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
52.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
52.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
52.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
52.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
52.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
52.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
52.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
51.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
51.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
51.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
51.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
51.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
51.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
50.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
50.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
50.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
50.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
50.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
49.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
49.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
49.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
49.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
49.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
49.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
49.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
49.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
49.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
49.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
48.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
48.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
48.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
48.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
48.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
48.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
48.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
48.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
47.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
47.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
47.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
47.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
47.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
47.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
47.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
46.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
46.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
46.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
46.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
45.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
45.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
44.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
44.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
43.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
43.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
43.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
43.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
43.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
43.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
43.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
42.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
42.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
42.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
42.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
42.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
42.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
42.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
42.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
42.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
41.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
41.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
41.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
41.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
41.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
41.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
41.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
40.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
40.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
40.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
40.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
40.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
40.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
40.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
40.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
40.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
40.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
39.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
39.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
39.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
39.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
39.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
39.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
39.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
39.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
39.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
39.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
39.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
39.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
38.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
38.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
38.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
38.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
38.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
38.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
37.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
37.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
37.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
37.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
37.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
36.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
36.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
36.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
36.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
36.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
36.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
36.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
36.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
35.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
35.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
35.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
35.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
35.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
35.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
35.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
35.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
35.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
35.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
35.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
35.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
35.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
35.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
34.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
34.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
34.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
34.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
34.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
34.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
34.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
34.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
34.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
34.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
33.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
33.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
33.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
33.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
33.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
33.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
33.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
33.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
33.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
32.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
32.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
32.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
32.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
32.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
32.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
31.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
31.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
31.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
31.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
31.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
31.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
31.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
31.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
31.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
31.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
31.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
30.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
30.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
30.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
30.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
30.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
30.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
30.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
30.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
29.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
29.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
29.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
29.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
28.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
27.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
27.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
27.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
27.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
27.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
26.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
26.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
26.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
26.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
25.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
25.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
25.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
24.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
24.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
24.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
24.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
23.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
23.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
23.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
22.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 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.
TIMM17A 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
15.5
Number of samples
486
Samples
Sample
Description
TPM
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
38.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
34.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
34.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
32.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
30.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
28.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
27.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
8.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
7.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
7.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
6.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
6.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
6.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
6.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
6.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
5.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
5.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
5.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
5.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
4.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
4.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
4.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
3.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
TIMM17A 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
43.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
89.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
79.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
75.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
66.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
66.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
66.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
63.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
63.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
61.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
60.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
59.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
59.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
59.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
57.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
57.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
57.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
56.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
55.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
54.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
54.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
54.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
53.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
53.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
53.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
52.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
52.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
52.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
50.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
50.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
49.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
49.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
49.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
47.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
47.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
46.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
46.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
45.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
45.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
45.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
45.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
45.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
44.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
43.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
43.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
42.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
42.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
42.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
42.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
41.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
40.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
39.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
39.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
39.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
39.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
38.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
38.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
38.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
37.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
37.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
37.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
37.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
36.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
36.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
36.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
35.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
35.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
35.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
32.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
32.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
31.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
29.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
29.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
29.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
28.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
28.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
28.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
28.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
27.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
27.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
26.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
25.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
15.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
TIMM17A 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
13.1
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
6.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
5.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
4.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
1.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
1.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.9
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.8
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.8
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.7
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.6
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.6
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.5
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.5
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.6
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.6
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.6
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.6
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.6
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.7
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.7
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.7
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.7
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.7
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.7
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.7
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.8
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.8
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.8
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.8
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.8
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.8
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.9
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.9
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.9
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.9
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.9
8cc7e656-0152-4359-8566-0581c3
Tumor
-1.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-1.1
b2400046-1d25-429d-a821-6040a6
Tumor
-1.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-1.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-1.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-1.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-1.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-1.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
