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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.
ZSWIM8 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
16.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
48.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
38.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
33.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
29.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
29.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
28.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
28.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
27.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
27.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
27.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
27.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
26.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
25.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
25.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
25.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
24.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
24.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
24.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
24.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
24.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
24.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
23.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
22.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
22.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
22.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
22.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
22.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
21.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
20.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
18.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
13.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
ZSWIM8 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
20.0
Number of samples
486
Samples
Sample
Description
TPM
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
89.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
88.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
35.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
33.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
32.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
31.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
30.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
30.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
30.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
29.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
28.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
28.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
28.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
27.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
27.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
26.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
26.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
26.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZSWIM8 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
14.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
30.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
28.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
24.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
24.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
23.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
23.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
17.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
7.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 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.
ZSWIM8 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.0
Number of samples
207
Samples
Sample
Description
TPM
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
47.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
43.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
41.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
39.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
36.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
35.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
34.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
34.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
31.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
30.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
30.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
29.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
26.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
25.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
23.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
1.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.9
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.8
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.8
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.6
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.6
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.7
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.7
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.7
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.7
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.8
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.9
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-1.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-1.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-1.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
