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.
TGFBR1 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
10.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
67.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
60.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
42.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
38.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
37.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
29.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
23.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
20.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TGFBR1 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
36.8
Number of samples
486
Samples
Sample
Description
TPM
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
96.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
86.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
78.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
76.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
71.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
71.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
69.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
67.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
66.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
66.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
66.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
65.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
65.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
64.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
62.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
61.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
61.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
61.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
60.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
60.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
59.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
59.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
59.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
58.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
58.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
58.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
57.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
57.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
57.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
57.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
57.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
57.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
57.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
56.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
56.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
56.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
56.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
56.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
55.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
55.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
55.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
54.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
53.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
53.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
53.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
53.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
53.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
53.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
53.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
53.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
53.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
52.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
52.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
52.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
52.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
52.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
52.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
51.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
51.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
51.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
51.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
51.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
50.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
50.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
50.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
50.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
49.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
49.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
49.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
49.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
49.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
49.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
49.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
49.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
49.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
48.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
48.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
48.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
48.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
48.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
48.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
48.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
48.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
48.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
47.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
47.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
47.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
47.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
47.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
47.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
47.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
47.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
47.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
47.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
46.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
46.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
46.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
46.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
46.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
46.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
46.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
46.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
46.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
46.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
46.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
45.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
45.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
45.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
45.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
45.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
45.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
45.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
45.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
45.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
45.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
44.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
44.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
44.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
44.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
44.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
44.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
43.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
43.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
43.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
43.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
43.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
43.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
43.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
43.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
43.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
43.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
43.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
43.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
43.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
43.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
43.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
43.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
42.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
42.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
42.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
42.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
42.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
42.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
42.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
42.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
42.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
42.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
41.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
41.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
41.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
41.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
41.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
41.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
41.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
41.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
41.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
41.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
41.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
40.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
40.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
40.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
40.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
40.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
40.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
40.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
40.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
40.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
40.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
40.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
40.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
40.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
40.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
40.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
39.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
39.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
39.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
39.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
39.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
39.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
39.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
39.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
39.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
39.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
39.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
39.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
39.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
39.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
39.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
38.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
38.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
38.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
38.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
38.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
38.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
38.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
38.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
38.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
38.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
38.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
38.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
38.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
38.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
38.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
38.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
38.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
38.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
37.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
37.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
37.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
37.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
37.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
37.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
37.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
37.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
37.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
37.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
36.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
36.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
36.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
36.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
36.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
36.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
36.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
36.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
36.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
36.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
36.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
36.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
36.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
36.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
36.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
36.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
36.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
36.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
36.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
35.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
35.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
35.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
35.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
35.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
35.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
35.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
35.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
35.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
35.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
35.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
35.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
35.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
35.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
35.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
35.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
35.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
35.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
35.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
35.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
34.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
34.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
34.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
34.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
34.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
34.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
34.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
34.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
34.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
34.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
34.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
34.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
34.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
34.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
34.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
33.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
33.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
33.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
33.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
33.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
33.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
33.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
33.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
33.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
33.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
32.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
32.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
32.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
32.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
32.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
32.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
32.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
32.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
32.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
32.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
32.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
32.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
31.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
31.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
31.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
31.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
31.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
31.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
31.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
31.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
31.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
31.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
31.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
31.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
31.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
31.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
31.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
31.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
31.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
31.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
31.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
31.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
31.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
31.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
31.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
30.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
30.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
30.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
30.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
30.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
30.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
30.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
30.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
30.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
29.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
29.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
29.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
29.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
29.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
28.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
28.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
27.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
27.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
27.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
27.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
27.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
26.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
26.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
25.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
24.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
24.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
TGFBR1 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
10.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
19.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TGFBR1 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
35.3
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
120.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
79.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
76.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
75.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
67.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
65.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
64.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
63.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
62.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
60.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
58.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
58.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
57.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
56.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
53.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
53.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
52.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
52.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
51.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
50.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
49.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
49.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
49.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
48.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
48.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
48.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
48.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
47.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
47.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
47.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
47.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
47.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
46.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
46.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
46.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
46.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
45.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
45.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
44.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
44.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
44.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
43.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
43.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
43.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
42.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
42.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
42.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
42.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
42.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
42.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
41.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
40.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
39.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
39.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
39.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
39.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
39.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
39.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
39.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
39.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
38.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
38.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
38.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
38.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
38.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
38.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
38.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
38.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
38.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
37.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
37.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
37.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
37.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
37.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
37.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
37.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
36.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
36.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
36.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
36.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
36.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
36.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
36.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
36.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
35.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
35.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
34.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
34.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
34.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
34.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
33.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
33.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
33.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
33.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
33.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
33.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
32.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
32.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
32.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
32.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
32.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
32.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
32.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
31.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
31.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
31.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
31.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
31.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
30.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
30.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
30.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
30.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
30.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
30.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
30.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
30.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
30.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
29.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
29.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
29.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
29.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
29.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
29.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
29.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
29.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
28.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
28.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
28.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
28.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
28.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
27.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
27.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
27.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
27.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
26.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
26.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.5
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
