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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.
CHURC1 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
41.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
113.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
109.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
100.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
90.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
86.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
81.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
79.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
77.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
75.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
72.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
71.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
70.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
69.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
67.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
67.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
66.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
66.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
65.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
64.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
63.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
62.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
61.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
60.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
59.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
59.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
58.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
58.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
58.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
57.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
57.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
56.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
56.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
56.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
56.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
56.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
55.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
54.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
54.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
54.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
52.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
52.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
51.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
51.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
51.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
51.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
50.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
50.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
50.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
50.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
50.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
50.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
49.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
49.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
49.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
49.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
49.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
49.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
49.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
48.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
48.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
48.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
47.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
47.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
47.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
47.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
47.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
46.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
46.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
46.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
46.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
46.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
45.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
45.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
45.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
45.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
45.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
44.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
44.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
44.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
44.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
44.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
44.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
44.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
44.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
44.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
44.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
44.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
44.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
43.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
43.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
43.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
43.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
43.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
43.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
42.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
42.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
42.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
42.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
42.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
42.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
42.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
42.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
41.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
41.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
41.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
41.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
41.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
41.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
41.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
41.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
41.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
41.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
40.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
40.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
40.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
40.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
40.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
40.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
40.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
40.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
40.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
40.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
39.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
39.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
39.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
39.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
39.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
39.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
39.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
39.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
39.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
39.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
39.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
39.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
39.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
38.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
38.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
38.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
38.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
38.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
38.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
38.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
38.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
38.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
38.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
37.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
37.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
37.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
37.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
37.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
37.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
37.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
37.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
36.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
36.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
36.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
36.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
36.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
36.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
36.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
36.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
36.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
35.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
35.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
35.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
35.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
35.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
34.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
34.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
34.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
34.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
34.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
34.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
34.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
34.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
34.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
34.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
34.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
34.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
33.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
33.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
33.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
33.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
33.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
32.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
32.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
32.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
32.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
31.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
31.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
31.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
31.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
31.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
30.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
30.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
30.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
30.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
30.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
30.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
30.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
30.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
30.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
30.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
30.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
29.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
29.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
29.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
29.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
29.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
29.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
29.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
29.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
29.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
28.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
28.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
28.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
28.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
27.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
27.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
27.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
27.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
27.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
26.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
26.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
26.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
25.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
25.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
25.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
25.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
24.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
24.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
24.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
24.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
24.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
24.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
21.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
21.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
19.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
17.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 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.
CHURC1 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
31.7
Number of samples
486
Samples
Sample
Description
TPM
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
61.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
52.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
52.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
51.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
50.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
49.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
47.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
47.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
47.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
47.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
46.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
46.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
46.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
46.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
45.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
44.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
44.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
44.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
44.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
44.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
43.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
43.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
43.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
43.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
43.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
42.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
42.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
42.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
42.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
42.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
42.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
42.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
42.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
41.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
41.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
41.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
41.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
41.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
41.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
41.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
41.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
41.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
41.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
41.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
41.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
41.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
40.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
40.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
40.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
40.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
40.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
40.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
40.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
40.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
40.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
40.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
40.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
40.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
40.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
40.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
40.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
40.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
40.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
39.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
39.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
39.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
39.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
39.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
39.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
39.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
39.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
39.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
39.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
39.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
39.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
38.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
38.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
38.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
38.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
38.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
38.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
38.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
38.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
38.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
38.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
38.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
38.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
38.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
38.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
38.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
37.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
37.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
37.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
37.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
37.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
37.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
37.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
37.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
37.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
37.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
36.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
36.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
36.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
36.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
36.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
36.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
36.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
36.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
36.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
36.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
36.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
36.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
36.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
36.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
36.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
36.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
36.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
36.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
36.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
36.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
36.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
36.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
36.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
36.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
35.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
35.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
35.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
35.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
35.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
35.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
35.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
35.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
35.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
35.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
35.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
35.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
35.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
35.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
35.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
35.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
35.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
35.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
35.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
35.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
35.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
35.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
35.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
35.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
35.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
35.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
35.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
35.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
35.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
35.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
34.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
34.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
34.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
34.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
34.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
34.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
34.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
34.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
34.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
34.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
34.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
34.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
34.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
34.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
34.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
34.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
34.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
34.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
34.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
34.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
34.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
33.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
33.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
33.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
33.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
33.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
33.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
33.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
33.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
33.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
33.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
33.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
33.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
33.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
33.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
33.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
33.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
33.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
33.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
33.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
33.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
33.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
33.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
33.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
33.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
33.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
32.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
32.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
32.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
32.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
32.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
32.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
32.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
32.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
32.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
32.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
32.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
32.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
32.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
32.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
32.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
32.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
32.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
32.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
31.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
31.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
31.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
31.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
31.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
31.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
31.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
31.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
31.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
31.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
31.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
31.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
31.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
31.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
31.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
31.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
30.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
30.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
30.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
30.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
30.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
30.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
30.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
30.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
30.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
30.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
30.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
30.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
30.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
30.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
29.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
29.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
29.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
29.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
29.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
29.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
29.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
29.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
29.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
29.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
29.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
28.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
28.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
28.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
28.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
28.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
27.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
27.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
26.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
26.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
23.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
23.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
CHURC1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
39.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
91.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
67.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
65.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
63.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
58.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
58.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
57.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
57.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
56.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
56.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
55.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
54.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
53.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
48.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
46.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
46.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
46.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
45.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
45.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
45.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
44.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
44.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
44.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
44.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
43.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
43.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
43.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
42.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
42.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
42.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
42.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
41.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
41.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
40.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
39.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
39.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
39.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
39.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
39.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
39.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
39.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
38.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
38.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
38.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
37.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
37.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
37.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
37.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
37.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
37.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
37.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
37.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
36.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
36.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
36.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
36.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
35.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
35.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
35.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
34.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
34.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
33.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
33.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
32.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
32.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
31.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
31.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
30.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
30.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
29.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
29.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
29.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
28.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
27.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
27.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
25.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
24.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
24.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
24.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
23.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
21.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
20.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
CHURC1 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
28.1
Number of samples
207
Samples
Sample
Description
TPM
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
48.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
48.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
46.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
44.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
43.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
43.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
43.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
43.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
42.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
41.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
41.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
40.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
40.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
39.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
39.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
39.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
39.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
38.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
38.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
38.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
38.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
38.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
38.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
37.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
37.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
37.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
37.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
36.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
35.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
35.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
35.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
35.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
34.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
33.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
33.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
33.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
33.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
33.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
33.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
33.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
32.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
32.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
32.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
32.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
32.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
32.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
32.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
32.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
32.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
31.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
31.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
31.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
31.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
31.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
31.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
31.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
31.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
31.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
31.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
31.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
31.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
31.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
30.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
30.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
30.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
30.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
30.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
30.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
30.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
30.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
29.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
29.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
29.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
29.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
29.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
28.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
28.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
28.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
27.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
27.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
27.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
27.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
26.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
26.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
26.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
26.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
26.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
24.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.9
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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
