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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ABHD17A 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
26.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
58.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
54.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
47.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
46.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
45.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
44.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
42.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
42.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
42.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
42.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
41.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
41.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
41.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
41.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
40.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
40.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
39.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
39.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
39.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
38.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
38.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
38.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
38.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
37.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
37.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
36.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
36.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
36.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
36.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
36.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
35.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
35.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
35.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
35.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
35.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
34.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
34.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
34.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
34.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
34.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
34.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
33.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
33.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
33.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
33.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
33.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
33.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
33.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
33.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
33.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
33.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
33.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
32.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
32.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
32.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
32.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
32.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
32.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
32.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
32.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
32.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
32.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
31.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
31.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
31.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
31.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
30.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
30.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
30.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
30.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
30.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
30.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
30.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
30.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
30.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
29.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
29.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
29.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
29.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
29.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
29.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
29.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
29.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
29.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
29.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
29.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
28.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
28.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
28.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
28.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
28.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
28.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
28.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
28.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
28.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
28.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
27.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
27.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
27.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
27.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
27.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
27.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
27.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
27.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
27.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
27.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
27.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
27.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
27.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
27.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
26.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
26.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
26.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
26.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
26.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
26.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
26.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
26.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
26.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
26.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
26.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
26.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
26.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
26.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
26.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
26.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
26.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
25.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
25.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
25.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
25.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
25.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
25.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
25.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
25.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
25.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
24.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
24.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
24.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
24.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
24.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
24.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
24.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
24.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
24.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
24.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
24.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
24.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
24.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
23.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
23.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
23.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
23.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
23.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
23.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
23.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
22.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
22.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
22.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
22.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
22.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
21.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
21.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
21.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
21.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
21.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
20.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ABHD17A 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
26.2
Number of samples
486
Samples
Sample
Description
TPM
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
49.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
48.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
45.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
45.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
44.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
44.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
43.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
43.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
43.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
43.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
42.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
42.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
42.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
42.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
42.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
42.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
41.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
40.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
40.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
40.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
40.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
40.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
40.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
39.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
39.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
39.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
39.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
39.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
39.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
39.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
38.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
38.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
38.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
38.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
38.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
37.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
37.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
37.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
37.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
37.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
37.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
36.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
36.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
36.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
36.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
36.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
35.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
35.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
35.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
35.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
35.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
35.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
35.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
35.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
35.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
35.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
35.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
35.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
34.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
34.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
34.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
34.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
34.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
34.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
34.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
34.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
34.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
34.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
34.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
34.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
34.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
33.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
33.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
33.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
33.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
33.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
33.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
33.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
33.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
33.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
32.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
32.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
32.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
32.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
32.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
32.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
32.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
32.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
32.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
32.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
32.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
32.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
32.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
32.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
31.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
31.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
31.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
31.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
31.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
31.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
31.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
31.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
31.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
31.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
30.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
30.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
29.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
29.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
29.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
29.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
28.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
28.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
28.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
28.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
28.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
27.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
27.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
27.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
27.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
26.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
26.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
24.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
ABHD17A 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
23.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
55.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
42.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
40.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
39.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
37.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
36.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
35.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
35.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
30.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
30.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
30.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
30.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
30.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
30.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
30.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
30.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
29.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
29.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
29.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
29.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
28.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
28.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
28.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
27.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
27.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
26.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
26.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
25.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
25.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
24.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
24.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
24.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
24.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
24.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
23.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
23.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
23.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
23.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
22.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
22.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
21.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
21.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
20.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
20.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
20.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
18.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
16.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
ABHD17A 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
22.3
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
46.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
44.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
38.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
37.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
36.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
34.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
34.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
33.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
31.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
31.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
31.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
31.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
31.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
31.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
30.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
30.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
30.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
29.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
29.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
27.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
27.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
