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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPP1R14A 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
14.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
201.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
121.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
97.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
80.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
78.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
73.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
60.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
59.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
53.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
48.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
43.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
40.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
38.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
37.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
34.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
33.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
33.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
33.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
30.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
29.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
28.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
27.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
26.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
26.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
26.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
24.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
24.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
23.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
23.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
22.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
22.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
22.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
22.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
21.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
19.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
19.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
3.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
2.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
0.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
0.4
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.
PPP1R14A 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
11.9
Number of samples
486
Samples
Sample
Description
TPM
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
67.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
55.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
48.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
47.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
45.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
45.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
44.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
42.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
40.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
39.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
39.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
36.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
35.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
34.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
34.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
32.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
31.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
31.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
30.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
25.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
9.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
8.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
8.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
7.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
7.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
7.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
7.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
7.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
7.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
7.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
7.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
7.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
7.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
6.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
6.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
6.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
6.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
6.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
6.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
6.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
6.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
6.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
6.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
6.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
6.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
6.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
6.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
5.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
5.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
5.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
5.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
5.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
5.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
5.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
5.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
5.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
5.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
5.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
5.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
5.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
5.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
5.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
5.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
5.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
5.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
5.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
5.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
5.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
5.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
5.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
5.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
5.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
5.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
5.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
5.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
5.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
4.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
4.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
4.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
4.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
4.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
4.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
4.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
4.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
4.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
4.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
4.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
4.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
4.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
4.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
4.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
4.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
4.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
4.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
4.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
4.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
4.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
4.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
4.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
4.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
4.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
4.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
4.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
4.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
4.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
3.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
3.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
3.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
3.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
3.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
3.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
3.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
3.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
3.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
3.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
3.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
3.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
3.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
3.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
3.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
3.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
3.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
3.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
3.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
3.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
3.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
3.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
3.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
3.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
2.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
2.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
2.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
2.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
2.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
2.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
2.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
2.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
2.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
2.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
2.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
2.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
2.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
1.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
1.3
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.
PPP1R14A is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
64.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
55.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
38.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
38.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
37.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
37.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
37.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
33.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
32.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
31.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
30.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
29.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
28.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
27.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
18.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
14.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
2.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 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.
PPP1R14A is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.9
Number of samples
207
Samples
Sample
Description
TPM
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
84.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
83.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
82.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
74.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
67.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
67.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
64.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
63.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
63.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
54.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
47.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
45.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
42.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
41.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
41.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
37.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
36.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
36.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
32.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
30.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
30.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
7.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
7.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
6.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
5.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
5.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
5.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
5.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
5.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
5.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
5.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
5.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
4.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
4.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
4.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
4.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
3.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
3.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
3.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
3.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
3.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
2.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
2.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
2.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
1.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
2.9
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
2.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
2.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
2.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
2.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
2.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
1.9
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
1.9
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
1.9
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
1.9
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
1.9
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
1.8
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
1.8
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.7
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
1.7
974e136f-7020-4a38-b9c1-094df9_D2
Normal
1.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.6
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
1.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
1.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
1.5
41a04113-2061-4923-bca5-da586c_D2
Normal
1.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
1.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
1.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
1.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
1.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
1.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
1.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
1.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
1.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
1.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
1.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
1.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
1.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
1.2
82157a70-12f1-4913-b548-d98881_D2
Normal
1.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
1.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
1.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
1.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
1.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
1.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
1.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
1.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
1.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
1.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
1.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
1.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.9
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.9
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.9
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.9
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.9
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.9
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.9
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.8
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.8
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.8
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.8
963fc8db-f412-4427-a198-23f660_D2
Normal
0.8
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.8
1c070992-647b-4173-a481-904c4d_D2
Normal
0.7
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.6
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.6
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.6
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.6
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.6
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.6
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.6
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.5
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.5
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.6
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.6
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.7
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.8
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.8
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.8
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.8
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.8
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.8
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.8
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.8
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.8
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.9
b2400046-1d25-429d-a821-6040a6
Tumor
-0.9
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.9
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.9
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-1.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-1.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-1.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-1.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-1.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-1.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-1.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-1.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-1.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-1.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-1.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-1.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-1.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-1.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-1.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-1.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-1.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-1.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-1.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-1.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-1.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-1.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-1.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-1.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-1.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-1.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-1.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-1.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-1.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-1.6
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-1.6
43192517-085e-450e-9481-0a6713_D3
Tumor
-1.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-1.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-1.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-1.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-1.7
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-1.7
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-1.7
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-1.7
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-1.7
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-1.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-1.7
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.8
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.8
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-1.8
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-1.9
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.9
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-1.9
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-1.9
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-2.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-2.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-2.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-2.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-2.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-2.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-2.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-2.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-2.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-2.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-2.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-2.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-2.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-2.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-2.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-2.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-2.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-2.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-2.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-2.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-2.7
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-2.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-2.8
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
