We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
ZGPAT 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
22.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
61.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
58.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
52.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
52.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
49.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
47.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
46.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
46.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
44.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
42.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
42.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
41.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
40.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
40.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
39.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
39.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
39.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
38.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
38.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
37.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
36.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
36.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
36.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
35.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
35.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
35.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
34.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
34.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
34.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
34.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
33.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
33.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
32.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
32.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
32.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
32.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
32.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
32.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
32.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
31.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
31.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
31.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
31.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
31.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
30.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
30.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
30.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
30.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
30.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
30.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
29.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
29.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
29.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
29.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
28.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
28.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
28.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
28.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
27.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
27.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
27.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
27.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
27.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
26.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
26.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
26.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
26.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
26.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
25.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
25.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
25.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
25.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
25.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
25.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
25.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
25.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
24.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
24.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
24.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
24.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
24.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
24.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
24.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
23.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
23.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
22.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
22.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
22.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
22.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
22.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
21.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
21.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
21.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
21.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
21.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
20.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
20.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
20.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
19.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
19.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
19.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
18.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
14.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.7
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.
ZGPAT 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
11.5
Number of samples
486
Samples
Sample
Description
TPM
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
47.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
30.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
8.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
8.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
7.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
7.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
7.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
7.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
7.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
7.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
7.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
7.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
6.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
6.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
6.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
6.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
6.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
6.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
6.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
6.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
6.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
6.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
6.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
6.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
6.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
6.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
6.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
6.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
6.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
6.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
5.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
5.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
5.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
5.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
5.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
5.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
5.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
5.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
5.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
5.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
5.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
5.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
5.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
5.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
4.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
4.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
4.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
4.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
4.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
4.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
4.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
3.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
ZGPAT 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
23.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
47.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
46.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
44.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
42.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
42.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
41.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
38.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
37.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
35.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
35.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
34.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
34.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
32.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
31.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
31.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
30.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
30.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
29.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
29.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
29.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
29.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
28.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
28.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
28.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
27.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
27.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
27.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
26.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
26.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
26.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
25.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
25.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
25.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
24.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
23.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
21.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
21.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
18.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
ZGPAT is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.1
Number of samples
207
Samples
Sample
Description
TPM
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
7.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
6.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
6.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
6.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
6.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
6.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
5.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
5.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
4.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
4.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
4.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
4.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
4.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
4.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
3.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
1.1
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
1.7
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
1.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.9
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.9
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.9
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.8
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.7
b2400046-1d25-429d-a821-6040a6
Tumor
0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.6
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.5
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.5
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.6
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.6
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.6
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.7
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.7
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.8
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.8
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-1.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-4.8
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
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
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
