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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.
PPP1R16A 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
18.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
66.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
60.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
52.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
52.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
49.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
48.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
40.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
40.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
39.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
38.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
38.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
38.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
36.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
36.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
34.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
34.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
34.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
34.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
33.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
33.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
32.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
32.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
32.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
31.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
30.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
29.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
29.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
29.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
28.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
28.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
28.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
28.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
27.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
27.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
26.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
26.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
26.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
26.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
26.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
26.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
26.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
25.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
25.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
25.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
25.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
25.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
24.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
23.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
23.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
23.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
23.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
23.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
22.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
22.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
22.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
22.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
22.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
22.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
22.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
22.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
21.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
21.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
21.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
20.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
20.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
18.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
17.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
15.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPP1R16A 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
16.7
Number of samples
486
Samples
Sample
Description
TPM
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
56.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
40.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
40.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
39.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
35.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
34.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
34.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
33.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
32.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
31.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
30.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
28.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
27.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
27.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
7.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
6.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
6.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
4.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPP1R16A 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
17.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
64.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
39.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
37.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
34.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
32.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
29.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
29.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
28.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
27.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
21.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
21.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 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.
PPP1R16A 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
16.4
Number of samples
207
Samples
Sample
Description
TPM
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
43.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
40.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
36.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
36.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
35.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
34.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
32.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
29.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
26.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
4.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_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
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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.