We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
TGFB1I1 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
17.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
92.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
92.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
75.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
60.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
58.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
56.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
54.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
54.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
54.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
48.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
48.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
46.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
45.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
44.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
44.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
43.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
42.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
42.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
40.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
39.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
37.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
36.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
36.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
33.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
33.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
32.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
32.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
31.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
31.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
30.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
30.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
29.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
29.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
28.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
28.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
28.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
28.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
28.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
28.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
27.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
26.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
26.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
25.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
25.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
25.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
24.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
24.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
24.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
24.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
24.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
23.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
23.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
19.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
3.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
TGFB1I1 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
30.6
Number of samples
486
Samples
Sample
Description
TPM
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
135.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
117.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
108.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
98.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
88.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
86.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
86.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
78.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
78.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
77.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
77.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
76.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
76.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
74.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
74.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
73.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
70.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
69.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
67.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
66.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
65.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
65.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
64.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
64.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
63.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
63.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
63.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
63.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
61.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
61.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
60.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
58.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
58.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
58.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
58.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
56.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
55.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
55.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
54.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
54.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
53.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
53.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
53.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
53.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
52.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
52.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
52.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
52.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
52.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
52.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
51.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
50.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
50.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
50.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
50.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
50.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
49.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
49.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
49.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
49.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
49.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
49.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
49.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
48.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
48.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
47.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
47.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
47.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
47.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
47.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
47.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
47.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
47.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
46.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
46.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
45.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
45.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
45.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
45.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
44.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
44.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
44.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
44.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
44.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
44.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
43.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
43.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
43.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
43.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
43.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
42.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
42.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
42.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
42.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
42.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
42.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
42.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
42.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
41.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
41.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
41.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
40.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
40.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
40.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
40.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
40.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
40.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
40.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
40.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
40.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
40.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
39.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
39.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
39.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
39.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
39.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
39.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
38.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
38.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
38.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
38.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
38.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
38.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
38.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
38.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
38.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
37.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
37.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
37.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
37.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
37.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
37.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
36.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
36.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
36.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
36.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
36.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
36.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
36.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
36.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
36.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
36.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
36.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
36.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
35.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
35.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
35.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
35.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
35.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
35.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
35.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
35.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
35.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
35.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
35.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
34.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
34.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
34.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
34.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
34.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
34.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
33.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
33.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
33.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
33.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
33.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
33.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
33.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
33.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
33.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
33.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
32.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
32.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
32.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
32.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
32.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
32.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
32.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
32.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
31.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
31.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
31.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
31.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
31.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
31.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
30.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
30.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
30.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
30.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
30.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
30.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
29.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
29.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
29.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
29.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
29.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
29.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
29.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
28.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
28.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
28.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
28.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
28.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
28.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
27.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
27.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
25.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
8.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
TGFB1I1 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
17.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
68.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
64.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
61.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
41.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
39.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
36.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
35.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
35.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
34.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
30.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
28.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
28.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
28.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
26.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
24.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
22.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
17.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
17.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
15.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
8.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 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.
TGFB1I1 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
33.0
Number of samples
207
Samples
Sample
Description
TPM
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
157.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
148.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
110.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
106.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
97.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
95.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
85.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
84.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
84.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
84.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
83.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
79.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
75.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
74.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
73.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
72.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
71.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
66.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
65.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
65.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
65.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
61.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
60.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
58.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
58.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
58.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
57.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
54.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
53.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
53.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
52.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
52.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
51.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
50.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
50.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
50.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
47.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
45.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
44.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
44.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
43.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
43.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
41.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
41.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
41.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
40.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
39.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
39.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
39.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
39.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
38.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
38.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
37.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
37.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
36.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
36.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
35.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
35.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
35.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
35.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
35.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
34.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
34.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
34.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
34.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
33.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
33.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
33.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
32.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
32.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
32.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
32.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
32.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
32.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
32.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
31.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
31.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
31.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
31.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
30.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
30.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
29.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
29.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
28.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
28.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
28.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
28.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
28.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
25.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.8
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
2.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
2.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
2.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
2.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
1.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
1.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
1.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
1.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
1.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
1.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
1.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
1.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
1.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
1.1
41a04113-2061-4923-bca5-da586c_D2
Normal
1.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
1.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
1.1
82157a70-12f1-4913-b548-d98881_D2
Normal
1.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
1.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
1.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
1.0
963fc8db-f412-4427-a198-23f660_D2
Normal
1.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
1.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
1.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
1.0
1c070992-647b-4173-a481-904c4d_D2
Normal
1.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
1.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.9
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.9
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.9
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.9
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.9
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.9
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.8
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.8
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.8
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.8
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.8
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.8
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.8
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.7
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.7
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.7
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.7
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.7
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.7
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.7
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.6
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.6
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.6
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.6
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.5
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.5
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.6
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.6
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.7
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.7
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.7
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.7
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.8
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.8
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.8
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.8
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.8
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.8
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.8
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.8
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.8
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.8
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.8
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.9
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.9
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.9
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.9
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.9
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.9
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.9
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.9
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.9
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.9
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.9
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.9
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-1.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-1.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-1.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-1.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-1.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-1.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-1.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-1.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-1.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-1.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-1.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-1.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-1.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-1.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-1.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-1.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-1.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-1.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-1.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-1.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-1.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-1.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-1.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-1.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-1.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-1.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-1.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-1.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-1.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-1.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-1.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.7
43192517-085e-450e-9481-0a6713_D3
Tumor
-1.8
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
