We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PEDS1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
58.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
42.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
41.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
41.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
41.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
40.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
39.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
39.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
39.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
38.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
38.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
38.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
37.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
37.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
37.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
37.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
36.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
36.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
36.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
35.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
34.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
34.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
34.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
33.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
33.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
33.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
32.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
32.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
31.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
31.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
31.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
31.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
31.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
31.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
31.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
30.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
30.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
30.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
30.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
29.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
29.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
29.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
29.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
29.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
29.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
29.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
29.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
28.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
28.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
28.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
28.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
28.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
28.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
28.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
28.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
27.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
27.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
27.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
27.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
27.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
27.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
27.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
26.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
26.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
26.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
26.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
26.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
26.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
26.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
26.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
26.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
25.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
25.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
25.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
25.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
25.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
25.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
25.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
24.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
24.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
24.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
24.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
24.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
24.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
23.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
23.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
23.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
23.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
23.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
23.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
23.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
23.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
22.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
22.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
22.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
22.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
22.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
22.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
22.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
21.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
21.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
21.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
21.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
21.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
21.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
19.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
19.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
18.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 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.
PEDS1 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
22.5
Number of samples
486
Samples
Sample
Description
TPM
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
73.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
62.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
54.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
53.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
48.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
45.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
45.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
45.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
43.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
43.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
42.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
42.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
42.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
41.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
41.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
40.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
39.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
38.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
37.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
37.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
36.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
36.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
36.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
36.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
36.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
36.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
36.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
35.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
35.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
33.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
33.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
33.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
33.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
32.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
32.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
31.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
31.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
30.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
30.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
30.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
30.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
30.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
30.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
30.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
30.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
30.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
30.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
29.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
29.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
29.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
29.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
29.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
28.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
28.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
27.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
27.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
27.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
27.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
26.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
23.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
PEDS1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
58.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
47.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
39.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
39.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
38.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
37.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
36.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
36.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
33.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
32.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
32.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
31.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
31.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
30.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
30.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
30.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
29.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
29.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
29.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
28.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
27.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
27.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
27.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
27.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
27.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
27.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
26.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
26.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
25.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
25.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
24.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
24.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
24.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
24.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
22.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
21.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
21.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
21.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
21.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
20.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 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.
PEDS1 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
22.8
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
47.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
44.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
42.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
42.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
38.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
38.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
37.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
37.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
35.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
35.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
35.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
35.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
35.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
34.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
34.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
34.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
33.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
32.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
32.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
32.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
31.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
31.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
31.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
31.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
30.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
30.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
30.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
30.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
29.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
29.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
29.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
29.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
28.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
26.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
18.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.9
Show allShow less
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.
The Human Protein Atlas project is funded
