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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.
SSH2 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
11.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
41.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
29.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
28.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
27.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
27.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
25.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
21.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
19.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
19.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 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.
SSH2 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
30.7
Number of samples
486
Samples
Sample
Description
TPM
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
62.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
58.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
58.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
57.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
56.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
54.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
52.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
51.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
51.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
49.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
48.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
48.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
48.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
47.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
46.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
46.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
46.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
45.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
45.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
45.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
45.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
44.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
44.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
44.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
44.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
44.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
43.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
42.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
42.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
42.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
42.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
42.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
42.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
42.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
41.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
41.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
41.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
41.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
41.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
40.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
40.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
40.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
40.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
40.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
40.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
39.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
39.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
39.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
39.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
39.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
39.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
39.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
39.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
38.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
38.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
38.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
38.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
38.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
38.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
38.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
38.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
38.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
38.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
38.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
38.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
38.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
38.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
37.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
37.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
37.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
37.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
37.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
37.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
37.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
37.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
37.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
37.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
37.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
37.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
37.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
37.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
37.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
36.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
36.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
36.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
36.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
36.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
36.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
36.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
36.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
36.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
36.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
36.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
36.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
36.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
36.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
36.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
36.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
36.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
36.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
36.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
35.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
35.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
35.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
35.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
35.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
35.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
35.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
35.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
35.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
35.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
35.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
35.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
34.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
34.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
34.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
34.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
34.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
34.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
34.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
34.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
34.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
34.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
34.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
34.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
34.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
34.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
34.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
34.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
33.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
33.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
33.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
33.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
33.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
33.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
33.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
33.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
33.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
33.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
33.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
33.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
33.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
33.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
32.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
32.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
32.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
32.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
32.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
32.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
32.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
32.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
32.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
32.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
32.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
32.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
32.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
32.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
32.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
32.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
32.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
32.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
32.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
32.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
32.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
32.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
32.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
32.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
31.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
31.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
31.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
31.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
31.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
31.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
31.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
31.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
31.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
31.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
31.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
31.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
31.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
31.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
31.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
31.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
30.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
30.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
30.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
30.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
30.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
30.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
30.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
30.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
30.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
30.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
30.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
30.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
30.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
30.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
30.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
30.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
30.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
30.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
30.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
30.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
30.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
29.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
29.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
29.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
29.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
29.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
29.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
29.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
29.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
29.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
29.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
29.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
28.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
28.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
28.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
28.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
28.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
27.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
27.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
27.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
27.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
27.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
26.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
26.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
26.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
26.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
26.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
26.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
25.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
25.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
24.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SSH2 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
27.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
26.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
25.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
22.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.4
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.
SSH2 is potential prognostic, high expression is favorable 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
30.0
Number of samples
207
Samples
Sample
Description
TPM
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
65.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
61.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
55.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
53.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
52.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
50.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
48.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
48.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
45.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
44.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
44.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
43.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
42.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
42.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
41.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
41.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
41.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
41.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
40.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
40.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
40.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
40.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
40.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
39.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
39.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
39.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
38.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
37.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
37.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
37.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
37.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
36.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
36.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
36.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
36.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
36.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
36.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
36.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
36.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
36.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
36.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
36.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
36.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
35.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
35.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
35.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
35.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
35.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
34.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
34.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
34.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
34.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
34.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
33.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
33.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
33.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
33.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
33.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
33.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
33.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
32.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
32.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
32.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
32.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
32.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
32.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
31.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
31.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
31.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
31.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
31.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
31.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
30.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
30.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
30.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
30.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
30.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
30.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
29.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
29.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
29.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
29.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
29.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
28.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
27.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
27.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
27.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
27.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
27.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
26.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
26.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
26.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
26.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
25.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
25.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
25.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
24.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
