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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.
PPP1R37 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
17.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
32.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
31.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
31.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
31.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
30.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
30.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
30.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
29.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
29.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
29.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
29.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
29.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
27.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
27.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
27.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
26.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
24.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
23.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
23.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
23.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
22.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
22.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
22.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
22.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
22.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
21.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
21.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
21.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
20.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
20.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
20.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
20.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
19.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
17.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
17.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPP1R37 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
16.6
Number of samples
486
Samples
Sample
Description
TPM
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
38.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
37.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
35.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
33.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
33.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
31.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
31.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
PPP1R37 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
28.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
28.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
23.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
20.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.9
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.
PPP1R37 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.8
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
33.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
29.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
1.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.7
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.6
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.6
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.9
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.9
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-1.0
1c070992-647b-4173-a481-904c4d_D2
Normal
-1.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.