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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.
TCIM is potential prognostic, high expression is favorable 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
31.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
310.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
234.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
124.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
113.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
112.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
104.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
99.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
99.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
98.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
93.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
90.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
88.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
86.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
85.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
83.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
83.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
79.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
79.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
71.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
67.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
66.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
65.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
65.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
61.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
61.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
60.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
60.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
57.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
56.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
56.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
56.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
55.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
54.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
53.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
52.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
52.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
50.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
49.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
48.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
48.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
47.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
47.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
47.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
46.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
46.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
46.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
45.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
45.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
45.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
45.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
45.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
44.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
44.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
44.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
44.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
44.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
43.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
42.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
42.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
41.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
41.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
41.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
41.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
41.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
40.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
39.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
39.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
39.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
39.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
38.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
38.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
37.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
37.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
37.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
37.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
36.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
36.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
35.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
35.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
35.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
34.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
34.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
33.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
33.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
33.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
33.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
33.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
32.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
32.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
32.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
32.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
31.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
31.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
31.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
31.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
31.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
30.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
30.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
30.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
30.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
30.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
30.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
30.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
29.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
29.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
29.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
28.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
28.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
28.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
28.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
28.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
28.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
27.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
27.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
27.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
27.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
27.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
26.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
26.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
25.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
25.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
24.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
24.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
24.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
23.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
23.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
22.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
22.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
22.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
22.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
21.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
20.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
20.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
19.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
18.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
TCIM 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
27.7
Number of samples
486
Samples
Sample
Description
TPM
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
152.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
147.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
141.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
129.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
115.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
109.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
103.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
98.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
86.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
82.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
77.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
73.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
72.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
72.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
71.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
71.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
70.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
70.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
69.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
68.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
68.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
66.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
66.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
65.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
65.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
64.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
64.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
62.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
62.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
61.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
61.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
60.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
59.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
58.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
58.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
57.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
57.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
57.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
56.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
56.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
55.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
55.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
55.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
54.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
54.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
54.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
53.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
53.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
53.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
53.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
53.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
52.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
52.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
51.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
51.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
50.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
49.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
49.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
49.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
49.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
48.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
48.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
48.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
47.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
47.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
47.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
47.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
46.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
46.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
46.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
46.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
45.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
45.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
45.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
45.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
44.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
44.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
44.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
44.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
42.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
42.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
42.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
42.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
42.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
41.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
41.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
41.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
41.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
41.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
40.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
40.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
39.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
39.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
39.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
39.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
38.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
38.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
38.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
38.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
37.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
37.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
37.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
37.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
37.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
37.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
36.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
36.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
36.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
36.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
36.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
36.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
36.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
36.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
36.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
36.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
36.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
35.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
35.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
35.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
35.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
35.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
35.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
34.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
34.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
34.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
34.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
34.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
34.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
34.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
33.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
33.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
33.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
33.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
33.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
33.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
33.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
33.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
32.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
32.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
32.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
32.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
32.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
31.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
30.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
30.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
30.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
30.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
30.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
30.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
29.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
29.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
29.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
28.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
28.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
28.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
27.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
27.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
26.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
26.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
26.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
26.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
26.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
25.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
24.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
8.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
8.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
7.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
7.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
7.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
5.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
5.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
5.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
5.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
4.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
4.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
4.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
2.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
2.2
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.
TCIM 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
25.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
103.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
77.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
64.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
63.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
60.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
58.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
53.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
51.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
51.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
45.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
43.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
43.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
42.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
41.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
40.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
39.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
38.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
38.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
35.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
35.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
35.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
35.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
35.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
35.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
32.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
32.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
32.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
31.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
29.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
29.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
28.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
28.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
26.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
26.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
26.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
26.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
25.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
23.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
23.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
23.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
20.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
20.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
TCIM 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
25.0
Number of samples
207
Samples
Sample
Description
TPM
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
85.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
80.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
77.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
67.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
65.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
62.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
59.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
57.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
53.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
52.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
52.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
51.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
51.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
50.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
49.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
48.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
47.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
47.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
46.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
45.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
45.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
44.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
44.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
41.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
41.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
40.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
40.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
40.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
38.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
38.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
38.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
38.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
37.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
36.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
36.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
36.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
36.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
36.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
36.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
35.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
35.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
35.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
34.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
34.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
33.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
33.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
33.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
33.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
32.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
31.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
30.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
29.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
29.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
28.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
27.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
27.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
27.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
26.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
7.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
7.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
