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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.
SH2B3 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
6.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
33.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
23.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 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.
SH2B3 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
21.2
Number of samples
486
Samples
Sample
Description
TPM
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
62.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
57.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
49.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
48.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
42.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
41.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
41.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
39.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
39.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
38.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
38.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
38.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
36.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
36.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
35.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
35.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
35.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
35.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
34.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
34.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
34.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
34.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
34.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
34.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
34.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
33.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
33.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
33.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
33.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
32.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
32.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
32.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
31.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
31.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
30.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
30.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
30.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
29.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
29.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
29.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
28.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
28.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
26.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
25.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SH2B3 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
6.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.9
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.
SH2B3 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
20.2
Number of samples
207
Samples
Sample
Description
TPM
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
42.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
41.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
40.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
37.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
37.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
37.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
36.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
35.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
35.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
34.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
33.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
33.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
32.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
31.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
31.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
31.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
30.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
30.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
30.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
30.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
30.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
29.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
28.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
25.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
23.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
