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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.
SOS1 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
7.0
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
15.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
SOS1 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
27.2
Number of samples
486
Samples
Sample
Description
TPM
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
42.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
40.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
39.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
39.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
39.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
39.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
38.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
38.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
38.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
37.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
37.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
37.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
37.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
36.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
36.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
36.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
36.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
36.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
36.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
36.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
36.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
35.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
35.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
35.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
35.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
35.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
35.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
34.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
34.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
34.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
34.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
34.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
34.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
34.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
34.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
34.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
34.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
33.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
33.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
33.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
33.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
33.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
33.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
33.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
33.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
33.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
33.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
33.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
33.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
33.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
33.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
33.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
33.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
32.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
32.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
32.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
32.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
32.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
32.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
32.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
32.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
32.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
32.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
32.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
32.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
32.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
32.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
32.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
32.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
31.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
31.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
31.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
31.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
31.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
31.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
31.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
31.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
31.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
31.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
31.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
31.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
31.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
30.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
30.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
30.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
30.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
30.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
30.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
30.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
30.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
30.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
30.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
30.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
30.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
29.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
29.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
29.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
29.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
29.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
29.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
29.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
29.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
28.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
28.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
28.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
28.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
28.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
28.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
27.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
27.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
27.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
27.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
27.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
27.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
27.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
27.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
26.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
26.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
26.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
25.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
25.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
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.
SOS1 is potential prognostic, high expression is favorable 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
7.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.1
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.
SOS1 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
26.4
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
44.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
41.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
41.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
40.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
38.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
38.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
37.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
37.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
36.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
36.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
35.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
34.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
34.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
34.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
34.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
34.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
33.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
33.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
32.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
32.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
32.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
32.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
32.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
32.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
31.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
31.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
31.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
31.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
31.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
31.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
31.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
31.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
31.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
30.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
30.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
29.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
29.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
29.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
29.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
28.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
28.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
28.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
27.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
27.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
27.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
27.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
26.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
26.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
25.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
24.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
24.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
1c070992-647b-4173-a481-904c4d_D2
Normal
2.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
1.8
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
1.8
47d2a435-b203-4438-ae72-53c424_D2
Normal
1.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.9
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.7
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
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Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
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Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
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Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
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Tumor
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
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Tumor
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
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Tumor
-0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.6
b2400046-1d25-429d-a821-6040a6
Tumor
-0.8
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.8
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
