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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.
DPCD 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
30.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
73.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
73.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
71.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
67.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
62.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
61.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
57.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
53.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
52.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
52.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
51.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
49.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
49.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
49.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
49.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
49.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
48.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
47.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
47.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
47.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
47.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
46.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
45.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
45.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
45.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
45.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
45.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
44.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
44.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
43.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
43.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
42.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
42.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
42.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
42.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
41.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
41.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
41.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
41.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
40.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
40.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
39.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
39.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
39.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
39.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
39.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
39.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
39.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
38.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
38.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
38.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
38.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
37.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
37.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
37.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
37.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
37.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
37.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
37.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
36.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
36.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
36.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
36.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
36.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
36.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
35.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
35.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
35.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
35.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
35.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
34.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
34.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
34.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
34.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
34.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
34.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
34.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
34.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
34.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
34.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
34.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
33.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
33.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
33.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
33.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
33.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
33.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
33.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
33.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
33.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
33.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
33.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
33.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
32.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
32.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
32.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
32.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
32.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
32.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
32.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
32.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
32.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
31.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
31.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
31.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
31.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
31.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
31.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
31.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
31.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
31.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
30.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
30.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
30.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
30.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
30.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
29.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
29.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
29.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
29.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
29.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
29.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
29.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
29.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
29.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
29.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
29.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
28.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
28.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
28.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
28.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
28.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
28.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
28.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
27.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
27.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
27.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
27.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
27.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
27.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
27.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
27.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
27.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
26.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
26.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
26.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
26.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
26.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
26.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
26.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
26.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
26.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
26.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
25.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
25.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
25.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
25.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
24.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
24.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
24.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
24.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
24.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
24.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
24.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
24.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
24.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
24.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
23.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
23.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
23.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
23.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
23.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
23.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
23.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
22.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
22.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
22.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
22.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
21.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
21.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
21.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
21.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
19.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
DPCD 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
12.8
Number of samples
486
Samples
Sample
Description
TPM
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
34.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
8.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
8.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
8.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
8.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
7.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
7.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
7.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
7.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
7.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
6.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
6.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
6.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
6.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
6.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
5.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
5.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
5.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
5.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
5.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
4.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
4.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
4.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
4.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
4.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
4.2
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.
DPCD 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
27.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
54.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
52.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
51.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
51.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
47.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
44.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
44.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
44.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
44.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
43.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
41.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
41.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
41.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
40.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
40.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
39.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
38.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
36.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
36.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
36.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
36.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
36.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
35.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
33.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
32.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
32.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
32.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
32.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
30.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
30.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
30.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
29.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
29.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
29.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
28.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
28.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
28.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
27.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
27.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
27.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
26.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
26.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
26.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
25.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
25.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
25.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
24.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
24.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
22.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
DPCD 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
11.2
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
8.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
8.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
7.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
7.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
6.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
6.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
6.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
6.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
5.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
5.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
4.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
4.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.9
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.7
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
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
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_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
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_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
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
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_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
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
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
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
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
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_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
46dfc1e4-0110-4d9f-888e-6a29ab_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
