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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.
CSNK1G2 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
36.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
81.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
68.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
61.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
59.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
58.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
57.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
56.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
56.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
55.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
55.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
55.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
53.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
53.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
53.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
52.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
52.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
52.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
51.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
51.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
51.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
51.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
50.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
50.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
49.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
49.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
49.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
49.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
48.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
48.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
48.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
48.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
48.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
48.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
48.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
48.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
47.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
47.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
47.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
47.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
46.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
46.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
46.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
46.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
46.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
46.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
45.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
45.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
45.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
45.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
44.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
44.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
44.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
44.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
44.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
43.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
43.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
43.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
43.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
43.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
43.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
43.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
43.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
43.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
43.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
43.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
43.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
43.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
43.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
42.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
42.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
42.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
42.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
42.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
42.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
41.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
41.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
41.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
41.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
41.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
41.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
41.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
41.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
41.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
41.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
41.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
41.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
41.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
41.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
41.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
41.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
40.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
40.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
40.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
40.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
40.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
40.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
39.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
39.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
39.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
39.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
39.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
39.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
38.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
38.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
38.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
38.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
38.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
38.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
38.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
38.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
37.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
37.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
37.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
37.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
37.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
37.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
37.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
37.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
37.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
37.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
36.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
36.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
36.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
36.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
36.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
36.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
36.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
36.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
36.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
36.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
35.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
35.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
35.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
35.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
35.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
35.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
35.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
35.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
34.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
34.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
34.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
34.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
34.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
34.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
34.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
34.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
34.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
34.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
34.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
34.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
33.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
33.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
33.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
33.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
33.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
33.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
33.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
33.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
33.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
32.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
32.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
32.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
32.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
32.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
32.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
32.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
32.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
31.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
31.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
31.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
31.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
31.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
31.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
30.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
30.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
30.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
30.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
30.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
30.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
29.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
29.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
29.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
29.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
29.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
29.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
29.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
29.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
29.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
28.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
28.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
28.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
28.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
28.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
28.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
28.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
28.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
28.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
27.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
27.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
27.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
27.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
27.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
26.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
26.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
26.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
26.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
26.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
25.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
25.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
25.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
25.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
25.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
25.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
25.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
24.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
24.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
24.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
24.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
24.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
24.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
24.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
24.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
23.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
23.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
23.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
22.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
22.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
21.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
21.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
20.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
20.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
20.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
19.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
17.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CSNK1G2 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
43.9
Number of samples
486
Samples
Sample
Description
TPM
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
80.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
79.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
75.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
71.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
69.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
69.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
69.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
68.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
68.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
68.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
67.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
66.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
65.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
65.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
65.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
64.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
64.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
64.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
63.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
62.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
62.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
62.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
62.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
61.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
61.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
61.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
61.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
60.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
60.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
60.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
60.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
59.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
59.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
59.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
59.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
59.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
59.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
59.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
59.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
59.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
58.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
58.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
58.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
57.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
57.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
57.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
57.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
57.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
57.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
57.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
57.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
56.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
56.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
56.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
56.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
56.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
56.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
56.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
56.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
55.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
55.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
55.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
54.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
54.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
54.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
54.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
54.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
54.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
54.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
54.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
53.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
53.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
53.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
53.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
53.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
53.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
53.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
53.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
53.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
53.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
53.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
53.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
52.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
52.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
52.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
52.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
52.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
52.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
52.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
52.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
52.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
52.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
52.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
52.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
52.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
51.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
51.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
51.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
51.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
51.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
51.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
51.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
51.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
51.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
51.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
51.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
51.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
51.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
51.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
50.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
50.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
50.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
50.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
50.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
50.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
50.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
50.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
50.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
50.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
50.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
50.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
50.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
49.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
49.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
49.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
49.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
49.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
49.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
49.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
49.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
49.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
49.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
49.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
49.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
49.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
49.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
49.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
49.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
49.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
49.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
49.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
49.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
49.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
48.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
48.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
48.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
48.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
48.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
48.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
48.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
48.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
48.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
48.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
48.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
48.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
48.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
47.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
47.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
47.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
47.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
47.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
47.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
47.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
47.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
47.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
47.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
47.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
47.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
47.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
47.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
46.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
46.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
46.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
46.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
46.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
46.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
46.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
46.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
46.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
46.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
46.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
46.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
46.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
46.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
46.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
46.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
46.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
46.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
46.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
45.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
45.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
45.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
45.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
45.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
45.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
45.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
45.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
45.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
45.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
45.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
45.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
45.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
44.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
44.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
44.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
44.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
44.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
44.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
44.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
44.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
44.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
44.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
44.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
44.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
44.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
44.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
44.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
44.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
44.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
44.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
44.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
44.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
44.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
44.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
44.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
44.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
44.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
44.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
44.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
44.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
44.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
44.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
43.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
43.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
43.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
43.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
43.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
43.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
43.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
43.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
43.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
43.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
43.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
43.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
43.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
43.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
43.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
43.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
43.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
43.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
43.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
43.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
43.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
42.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
42.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
42.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
42.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
42.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
42.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
42.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
42.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
42.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
42.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
42.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
42.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
42.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
42.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
42.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
42.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
42.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
42.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
42.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
42.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
42.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
42.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
41.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
41.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
41.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
41.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
41.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
41.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
41.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
41.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
41.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
41.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
41.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
41.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
41.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
41.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
41.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
41.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
41.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
41.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
41.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
40.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
40.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
40.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
40.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
40.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
40.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
40.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
40.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
40.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
40.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
40.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
40.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
40.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
40.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
40.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
40.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
40.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
40.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
39.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
39.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
39.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
39.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
39.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
39.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
39.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
39.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
39.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
39.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
39.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
39.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
39.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
39.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
39.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
39.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
39.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
39.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
39.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
39.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
39.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
39.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
39.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
39.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
39.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
39.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
39.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
39.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
39.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
39.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
39.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
38.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
38.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
38.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
38.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
38.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
38.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
38.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
38.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
38.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
38.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
38.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
38.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
38.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
37.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
37.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
37.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
37.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
37.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
37.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
37.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
37.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
37.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
37.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
37.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
37.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
37.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
37.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
37.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
37.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
36.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
36.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
36.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
36.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
36.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
36.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
36.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
36.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
36.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
36.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
36.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
36.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
36.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
35.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
35.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
35.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
35.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
35.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
35.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
35.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
35.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
35.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
35.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
35.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
35.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
35.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
35.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
35.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
34.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
34.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
34.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
34.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
34.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
34.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
34.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
34.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
34.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
34.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
34.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
33.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
33.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
33.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
33.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
33.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
33.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
33.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
33.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
33.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
33.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
32.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
32.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
32.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
32.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
32.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
32.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
32.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
32.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
32.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
32.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
32.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
32.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
31.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
31.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
31.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
31.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
31.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
31.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
31.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
31.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
31.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
31.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
31.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
31.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
30.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
30.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
30.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
29.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
29.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
29.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
29.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
29.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
29.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
28.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
28.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
27.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
27.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
27.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
27.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
26.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
3.4
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.
CSNK1G2 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
33.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
61.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
58.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
58.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
55.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
54.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
53.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
53.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
52.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
50.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
50.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
50.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
47.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
47.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
46.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
44.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
43.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
42.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
41.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
41.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
41.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
40.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
40.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
40.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
40.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
39.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
39.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
38.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
38.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
37.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
36.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
36.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
36.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
36.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
36.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
35.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
35.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
34.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
34.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
33.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
33.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
33.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
32.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
32.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
32.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
32.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
32.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
31.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
31.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
30.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
30.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
29.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
29.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
28.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
28.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
28.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
27.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
27.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
27.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
27.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
26.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
26.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
25.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
25.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
25.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
25.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
24.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
24.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
23.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
21.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
21.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
21.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
21.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
19.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
18.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
17.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
16.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.1
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.
CSNK1G2 is potential prognostic, high expression is favorable 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
43.2
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
81.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
73.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
65.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
64.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
64.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
61.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
61.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
60.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
60.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
59.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
59.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
59.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
59.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
58.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
58.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
57.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
57.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
57.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
56.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
56.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
56.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
55.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
54.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
54.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
53.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
53.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
53.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
53.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
53.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
52.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
52.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
52.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
52.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
52.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
52.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
52.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
51.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
51.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
51.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
51.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
51.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
51.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
50.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
50.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
50.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
49.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
49.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
49.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
49.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
49.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
49.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
48.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
47.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
47.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
47.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
47.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
47.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
47.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
47.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
46.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
46.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
46.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
46.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
46.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
46.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
46.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
46.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
46.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
45.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
45.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
45.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
45.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
45.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
45.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
45.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
44.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
44.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
44.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
44.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
44.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
44.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
43.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
43.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
43.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
43.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
43.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
43.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
43.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
43.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
43.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
43.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
43.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
43.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
43.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
43.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
43.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
42.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
42.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
42.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
42.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
42.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
42.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
42.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
42.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
42.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
42.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
42.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
42.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
42.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
42.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
42.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
41.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
41.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
41.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
41.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
41.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
41.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
41.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
41.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
41.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
41.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
41.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
41.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
41.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
40.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
40.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
40.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
40.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
40.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
40.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
40.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
40.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
39.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
39.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
39.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
39.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
39.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
39.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
38.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
38.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
38.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
38.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
38.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
37.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
37.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
37.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
37.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
37.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
37.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
37.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
37.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
37.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
37.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
37.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
37.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
36.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
36.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
36.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
36.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
36.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
36.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
36.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
35.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
35.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
35.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
35.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
35.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
35.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
34.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
34.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
34.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
34.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
34.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
34.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
34.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
34.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
34.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
34.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
34.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
34.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
34.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
33.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
33.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
33.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
33.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
33.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
33.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
32.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
32.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
31.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
31.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
30.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
29.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
29.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
28.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
28.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
25.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
