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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.
CCNC 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
36.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
100.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
97.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
86.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
73.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
73.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
66.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
65.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
64.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
62.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
61.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
60.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
59.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
56.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
56.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
54.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
54.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
53.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
52.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
52.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
52.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
51.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
50.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
50.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
50.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
49.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
49.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
49.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
49.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
48.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
48.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
48.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
48.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
48.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
48.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
48.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
48.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
47.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
47.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
47.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
47.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
47.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
47.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
47.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
46.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
46.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
46.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
45.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
45.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
45.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
45.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
45.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
45.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
44.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
44.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
44.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
44.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
44.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
44.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
43.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
43.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
43.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
43.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
43.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
43.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
43.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
43.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
43.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
41.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
41.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
41.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
40.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
40.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
40.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
40.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
40.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
40.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
40.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
40.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
40.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
40.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
39.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
39.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
39.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
39.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
38.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
38.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
38.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
38.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
38.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
38.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
37.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
37.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
37.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
37.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
37.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
37.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
37.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
36.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
36.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
36.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
36.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
36.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
36.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
36.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
36.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
36.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
35.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
35.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
35.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
35.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
35.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
35.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
35.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
35.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
35.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
35.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
35.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
35.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
35.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
35.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
34.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
34.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
34.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
34.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
34.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
34.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
34.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
34.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
34.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
33.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
33.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
33.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
33.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
33.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
33.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
33.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
33.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
33.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
33.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
33.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
33.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
33.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
32.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
32.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
32.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
32.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
32.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
32.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
32.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
31.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
31.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
31.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
31.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
31.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
31.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
31.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
31.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
31.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
30.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
30.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
30.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
30.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
30.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
30.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
30.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
30.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
29.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
29.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
29.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
29.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
29.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
29.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
29.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
29.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
29.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
29.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
29.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
28.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
28.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
28.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
28.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
28.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
28.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
28.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
27.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
27.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
27.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
27.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
27.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
27.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
27.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
27.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
27.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
27.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
26.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
26.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
26.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
26.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
26.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
26.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
26.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
26.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
25.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
25.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
25.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
25.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
25.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
25.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
25.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
25.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
24.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
24.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
24.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
24.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
24.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
24.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
23.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
23.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
23.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
23.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
22.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
22.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
22.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
22.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
22.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
22.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
20.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
19.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
19.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 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.
CCNC 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
32.9
Number of samples
486
Samples
Sample
Description
TPM
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
71.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
62.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
61.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
58.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
57.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
57.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
56.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
56.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
55.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
55.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
54.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
53.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
52.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
52.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
51.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
50.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
50.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
49.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
49.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
49.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
49.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
49.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
49.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
49.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
48.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
48.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
48.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
48.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
48.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
48.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
47.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
47.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
47.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
47.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
46.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
46.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
46.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
46.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
46.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
45.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
45.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
45.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
45.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
44.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
44.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
44.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
44.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
44.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
44.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
43.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
43.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
43.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
43.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
43.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
43.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
43.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
43.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
43.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
43.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
43.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
42.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
42.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
42.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
42.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
42.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
42.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
42.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
42.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
41.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
41.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
41.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
41.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
41.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
41.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
41.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
41.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
41.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
41.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
41.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
41.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
41.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
41.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
41.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
41.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
40.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
40.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
40.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
40.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
40.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
40.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
40.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
40.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
40.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
39.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
39.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
39.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
39.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
39.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
39.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
39.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
39.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
39.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
39.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
39.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
39.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
38.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
38.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
38.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
38.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
38.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
38.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
38.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
38.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
38.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
38.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
38.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
38.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
38.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
38.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
38.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
38.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
38.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
38.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
38.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
38.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
38.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
38.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
38.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
38.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
38.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
37.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
37.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
37.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
37.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
37.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
37.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
37.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
37.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
37.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
37.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
37.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
37.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
37.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
37.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
37.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
37.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
36.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
36.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
36.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
36.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
36.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
36.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
36.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
36.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
36.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
36.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
36.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
35.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
35.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
35.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
35.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
35.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
35.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
35.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
35.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
35.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
35.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
35.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
35.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
35.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
35.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
35.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
35.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
35.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
34.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
34.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
34.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
34.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
34.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
34.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
34.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
34.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
34.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
34.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
34.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
34.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
34.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
34.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
34.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
34.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
34.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
34.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
33.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
33.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
33.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
33.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
33.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
33.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
33.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
33.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
33.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
33.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
33.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
33.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
33.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
33.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
33.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
33.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
33.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
33.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
33.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
33.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
33.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
33.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
33.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
32.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
32.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
32.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
32.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
32.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
32.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
32.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
32.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
32.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
32.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
32.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
32.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
32.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
32.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
32.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
32.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
32.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
32.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
32.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
32.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
32.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
32.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
32.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
32.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
32.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
32.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
31.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
31.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
31.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
31.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
31.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
31.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
31.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
30.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
30.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
30.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
30.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
30.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
30.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
30.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
30.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
30.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
30.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
30.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
30.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
30.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
30.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
29.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
29.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
29.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
29.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
29.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
29.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
29.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
28.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
28.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
28.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
28.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
28.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
27.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
27.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
27.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
27.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
27.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
26.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
26.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
18.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.7
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.
CCNC is potential prognostic, high expression is favorable 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
37.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
124.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
70.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
69.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
67.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
61.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
59.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
58.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
57.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
57.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
57.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
54.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
54.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
53.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
52.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
50.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
50.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
50.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
49.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
48.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
48.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
47.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
47.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
46.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
46.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
44.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
43.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
42.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
42.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
42.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
42.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
41.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
41.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
41.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
41.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
40.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
40.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
40.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
40.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
37.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
37.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
37.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
36.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
36.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
36.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
35.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
35.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
34.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
34.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
34.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
33.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
33.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
32.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
32.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
32.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
32.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
31.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
31.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
30.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
30.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
30.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
29.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
29.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
29.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
28.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
28.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
27.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
27.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
27.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
26.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
25.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
25.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
23.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
22.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
22.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
10.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 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.
CCNC is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.9
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
53.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
53.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
50.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
42.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
41.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
41.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
41.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
41.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
40.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
40.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
40.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
39.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
39.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
39.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
39.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
39.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
39.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
39.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
38.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
38.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
37.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
37.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
37.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
37.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
37.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
36.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
36.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
36.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
36.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
35.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
35.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
35.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
35.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
35.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
35.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
34.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
34.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
34.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
34.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
34.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
34.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
33.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
33.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
33.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
33.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
33.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
33.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
33.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
32.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
32.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
32.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
32.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
32.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
32.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
32.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
32.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
32.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
32.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
31.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
31.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
31.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
31.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
31.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
31.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
31.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
31.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
31.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
30.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
30.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
30.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
30.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
30.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
30.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
30.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
30.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
30.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
30.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
30.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
29.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
29.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
29.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
29.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
29.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
28.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
28.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
28.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
28.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
28.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
27.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
27.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
26.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
25.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
25.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
25.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
20.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.9
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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
