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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.
TOLLIP is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
64.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
61.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
55.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
54.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
49.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
47.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
44.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
43.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
43.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
40.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
40.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
39.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
39.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
38.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
38.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
38.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
38.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
37.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
36.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
36.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
36.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
36.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
36.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
36.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
35.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
35.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
35.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
35.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
35.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
35.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
34.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
34.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
34.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
34.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
34.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
34.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
33.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
33.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
33.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
33.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
33.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
33.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
33.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
32.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
32.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
32.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
32.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
32.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
32.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
32.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
32.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
32.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
31.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
31.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
31.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
31.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
31.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
31.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
31.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
30.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
30.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
30.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
30.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
29.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
29.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
29.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
29.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
29.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
29.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
29.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
29.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
29.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
29.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
29.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
29.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
29.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
29.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
28.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
28.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
28.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
28.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
28.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
28.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
28.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
28.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
28.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
28.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
27.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
27.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
27.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
27.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
27.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
27.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
27.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
27.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
27.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
27.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
27.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
27.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
26.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
26.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
26.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
26.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
26.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
26.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
26.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
26.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
26.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
26.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
26.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
26.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
26.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
25.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
25.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
25.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
25.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
25.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
25.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
25.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
25.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
25.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
25.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
25.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
25.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
25.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
25.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
25.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
24.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
24.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
24.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
24.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
24.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
24.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
24.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
23.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
23.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
23.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
23.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
23.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
23.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
23.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
23.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
23.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
23.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
23.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
22.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
22.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
22.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
21.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
21.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
21.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
21.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
21.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
21.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
21.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
20.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
19.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
18.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
18.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
18.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
TOLLIP 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
23.8
Number of samples
486
Samples
Sample
Description
TPM
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
60.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
56.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
47.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
45.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
44.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
43.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
43.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
43.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
42.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
42.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
40.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
40.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
39.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
39.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
39.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
38.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
37.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
37.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
37.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
36.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
36.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
36.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
36.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
35.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
34.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
34.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
34.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
34.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
34.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
33.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
33.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
33.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
33.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
32.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
32.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
32.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
32.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
32.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
31.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
31.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
31.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
31.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
31.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
31.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
31.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
31.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
31.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
31.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
30.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
30.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
30.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
30.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
29.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
29.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
29.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
29.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
29.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
29.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
29.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
29.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
28.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
28.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TOLLIP 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
24.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
42.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
39.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
38.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
37.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
36.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
35.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
35.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
35.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
34.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
34.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
33.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
32.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
32.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
31.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
31.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
31.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
31.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
30.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
30.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
29.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
29.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
28.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
28.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
28.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
28.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
27.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
27.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
27.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
26.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
26.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
26.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
26.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
26.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
25.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
25.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
24.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
24.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
24.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
23.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
22.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
22.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
22.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
21.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
21.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
19.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
18.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
18.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
15.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
TOLLIP 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
21.4
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
46.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
42.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
41.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
40.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
39.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
38.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
38.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
38.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
36.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
33.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
33.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
33.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
32.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
32.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
30.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
29.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
29.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
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Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
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Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
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Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
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Normal
0.1
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Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
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Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
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Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
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Normal
0.0
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Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
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Normal
0.0
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Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
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Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
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Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
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Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
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Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
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Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
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Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
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Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
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Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
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
