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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.
SOWAHC 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
11.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
34.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
30.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
28.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
27.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
26.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
21.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
15.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 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.
SOWAHC 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
15.9
Number of samples
486
Samples
Sample
Description
TPM
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
43.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
40.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
36.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
35.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
34.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
34.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
34.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
33.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
32.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
30.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
30.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
30.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
29.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
29.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
29.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
27.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
26.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
8.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
7.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
7.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
7.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
7.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
6.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
5.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
5.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
5.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
4.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
3.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SOWAHC 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
13.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
27.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
26.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
26.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
22.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
21.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
17.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.5
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.
SOWAHC is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.8
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
37.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.8
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.8
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.8
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.8
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.7
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.7
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.7
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.6
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.5
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.6
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.6
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.6
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.7
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.7
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.8
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.0
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
