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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.
PPP1R9B 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
19.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
40.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
37.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
35.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
35.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
34.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
33.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
32.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
32.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
32.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
32.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
32.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
32.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
32.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
31.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
31.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
31.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
31.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
30.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
30.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
30.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
29.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
29.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
29.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
29.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
29.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
29.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
29.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
28.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
28.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
28.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
28.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
28.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
28.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
27.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
27.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
27.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
27.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
26.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
26.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
26.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
26.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
26.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
25.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
25.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
25.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
25.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
25.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
25.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
24.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
24.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
24.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
24.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
24.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
23.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
23.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
23.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
23.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
22.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
22.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
22.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
22.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
22.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
22.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
22.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
22.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
21.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
21.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
21.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
21.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
20.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
20.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
20.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
20.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
20.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
17.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
17.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
16.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
PPP1R9B 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
31.0
Number of samples
486
Samples
Sample
Description
TPM
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
61.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
59.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
55.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
55.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
54.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
53.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
52.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
52.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
50.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
49.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
48.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
48.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
47.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
47.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
46.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
46.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
45.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
45.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
44.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
44.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
44.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
44.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
43.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
43.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
43.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
43.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
43.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
43.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
43.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
43.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
43.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
43.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
43.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
43.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
42.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
42.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
42.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
42.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
41.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
41.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
41.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
41.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
41.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
41.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
41.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
40.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
40.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
40.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
40.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
40.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
40.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
40.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
40.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
40.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
39.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
39.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
39.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
39.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
39.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
39.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
39.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
39.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
39.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
39.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
39.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
39.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
39.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
39.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
39.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
39.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
38.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
38.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
38.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
38.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
38.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
38.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
38.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
38.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
38.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
38.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
37.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
37.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
37.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
37.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
37.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
37.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
37.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
37.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
37.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
37.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
37.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
37.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
37.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
37.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
37.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
37.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
36.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
36.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
36.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
36.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
36.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
36.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
36.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
36.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
36.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
36.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
36.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
36.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
36.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
36.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
36.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
35.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
35.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
35.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
35.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
35.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
35.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
35.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
35.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
35.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
35.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
35.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
35.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
35.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
35.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
35.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
35.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
35.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
35.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
35.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
35.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
34.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
34.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
34.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
34.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
34.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
34.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
34.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
34.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
34.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
34.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
34.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
34.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
34.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
34.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
34.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
34.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
34.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
34.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
34.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
34.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
34.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
33.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
33.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
33.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
33.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
33.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
33.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
33.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
33.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
33.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
33.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
33.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
33.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
33.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
33.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
33.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
33.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
33.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
33.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
33.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
33.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
33.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
33.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
32.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
32.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
32.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
32.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
32.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
32.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
32.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
32.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
32.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
32.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
32.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
32.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
32.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
32.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
32.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
32.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
32.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
32.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
32.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
32.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
32.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
31.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
31.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
31.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
31.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
31.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
31.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
31.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
31.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
31.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
31.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
31.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
31.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
31.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
31.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
31.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
31.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
31.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
31.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
30.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
30.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
30.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
30.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
30.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
30.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
30.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
30.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
30.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
30.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
30.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
30.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
30.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
30.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
30.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
30.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
30.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
30.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
29.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
29.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
29.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
29.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
29.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
29.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
29.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
29.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
29.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
29.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
28.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
28.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
28.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
28.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
28.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
28.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
28.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
27.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
27.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
27.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
27.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
27.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
27.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
27.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
26.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
26.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
26.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
24.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
24.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 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.
PPP1R9B 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
18.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
29.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
28.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
28.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
27.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
27.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
27.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
27.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
26.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
26.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
26.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
26.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
26.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
26.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
25.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
24.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
24.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
21.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
21.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
20.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
18.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPP1R9B 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
29.5
Number of samples
207
Samples
Sample
Description
TPM
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
49.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
47.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
47.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
47.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
47.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
46.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
45.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
44.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
43.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
43.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
43.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
42.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
41.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
41.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
40.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
40.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
40.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
39.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
39.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
39.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
39.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
38.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
38.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
38.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
38.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
38.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
37.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
37.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
37.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
37.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
37.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
37.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
37.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
37.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
37.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
37.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
37.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
37.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
37.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
36.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
36.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
36.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
36.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
36.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
36.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
36.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
36.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
36.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
35.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
35.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
35.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
35.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
35.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
35.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
34.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
34.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
34.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
34.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
34.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
34.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
34.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
33.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
33.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
33.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
33.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
33.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
33.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
32.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
32.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
32.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
32.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
32.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
32.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
32.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
32.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
31.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
31.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
31.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
31.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
30.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
30.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
30.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
30.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
30.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
30.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
29.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
29.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
29.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
29.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
29.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
29.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
28.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
27.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
27.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
26.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
26.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
25.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
24.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
1.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.7
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.6
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.8
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
