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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TSC22D2 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
10.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 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.
TSC22D2 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
28.9
Number of samples
486
Samples
Sample
Description
TPM
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
71.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
64.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
62.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
60.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
60.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
59.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
57.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
53.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
53.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
52.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
52.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
49.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
48.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
48.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
48.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
47.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
46.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
46.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
45.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
44.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
44.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
44.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
43.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
43.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
43.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
43.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
43.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
42.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
42.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
42.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
41.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
41.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
41.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
40.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
40.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
40.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
40.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
40.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
40.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
40.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
39.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
39.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
39.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
39.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
39.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
39.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
39.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
39.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
39.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
38.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
38.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
38.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
38.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
38.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
38.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
38.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
38.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
38.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
38.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
38.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
38.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
37.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
37.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
37.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
37.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
37.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
37.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
37.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
37.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
36.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
35.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
35.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
35.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
35.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
35.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
35.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
35.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
35.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
35.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
35.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
35.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
35.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
34.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
34.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
34.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
34.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
34.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
34.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
34.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
34.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
34.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
33.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
33.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
33.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
33.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
33.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
33.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
33.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
33.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
33.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
33.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
33.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
33.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
33.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
32.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
32.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
32.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
32.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
32.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
32.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
32.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
32.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
32.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
32.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
32.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
31.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
31.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
31.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
31.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
31.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
31.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
31.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
31.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
31.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
31.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
31.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
31.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
31.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
30.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
30.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
30.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
30.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
30.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
30.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
30.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
30.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
30.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
30.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
30.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
30.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
30.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
30.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
30.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
30.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
29.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
29.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
29.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
29.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
29.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
29.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
29.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
29.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
29.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
29.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
29.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
29.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
29.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
29.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
28.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
28.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
28.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
28.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
28.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
28.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
27.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
27.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
27.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
27.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
27.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
26.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
26.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
26.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
25.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
25.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
25.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
TSC22D2 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
11.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
28.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.9
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.
TSC22D2 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
28.6
Number of samples
207
Samples
Sample
Description
TPM
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
50.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
50.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
48.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
47.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
45.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
43.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
43.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
42.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
42.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
41.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
41.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
41.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
41.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
41.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
40.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
39.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
38.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
38.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
38.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
38.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
38.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
38.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
37.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
36.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
36.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
36.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
36.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
35.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
35.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
35.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
35.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
35.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
35.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
34.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
34.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
34.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
34.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
34.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
34.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
34.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
34.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
34.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
33.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
33.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
33.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
33.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
33.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
33.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
33.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
33.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
33.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
32.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
32.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
32.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
32.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
32.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
32.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
32.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
31.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
31.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
31.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
31.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
30.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
30.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
30.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
30.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
30.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
30.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
30.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
30.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
29.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
29.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
29.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
28.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
28.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
28.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
27.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
27.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
27.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
26.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
25.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
25.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
25.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
23.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.7
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.7
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.7
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.7
41a04113-2061-4923-bca5-da586c_D2
Normal
0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.6
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.6
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_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
