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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.
GUCD1 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
34.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
92.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
72.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
69.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
68.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
67.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
66.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
65.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
64.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
63.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
61.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
59.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
58.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
56.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
55.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
54.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
53.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
53.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
53.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
52.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
52.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
52.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
51.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
51.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
50.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
50.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
49.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
48.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
48.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
48.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
48.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
47.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
47.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
47.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
46.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
46.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
45.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
45.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
45.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
45.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
44.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
44.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
44.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
43.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
43.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
43.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
43.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
43.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
42.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
42.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
42.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
42.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
42.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
42.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
42.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
42.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
41.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
41.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
41.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
40.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
40.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
40.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
40.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
40.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
40.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
39.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
39.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
39.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
39.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
39.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
39.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
39.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
39.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
39.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
38.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
38.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
38.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
38.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
38.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
38.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
38.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
38.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
38.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
37.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
37.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
37.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
37.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
37.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
37.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
37.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
37.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
37.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
37.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
36.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
36.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
36.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
36.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
36.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
36.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
35.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
35.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
35.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
35.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
35.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
35.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
35.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
35.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
35.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
35.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
35.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
34.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
34.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
34.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
34.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
34.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
34.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
34.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
34.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
34.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
34.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
34.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
34.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
34.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
33.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
33.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
33.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
33.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
33.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
33.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
33.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
33.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
33.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
33.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
33.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
32.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
32.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
32.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
32.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
32.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
32.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
32.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
32.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
32.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
31.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
31.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
31.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
31.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
31.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
31.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
31.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
31.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
31.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
31.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
31.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
31.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
31.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
31.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
30.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
30.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
30.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
30.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
30.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
30.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
30.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
30.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
30.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
30.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
30.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
30.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
30.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
30.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
30.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
29.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
29.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
29.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
29.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
29.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
29.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
29.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
29.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
29.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
29.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
29.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
28.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
28.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
28.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
28.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
28.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
28.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
28.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
27.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
27.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
26.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
26.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
26.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
26.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
26.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
26.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
26.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
26.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
26.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
26.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
25.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
25.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
25.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
25.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
25.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
25.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
24.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
24.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
24.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
24.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
23.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
23.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
23.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
23.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
23.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
23.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
23.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
22.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
22.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
22.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
22.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
22.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
20.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
19.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
18.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
18.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.4
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.
GUCD1 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
56.7
Number of samples
486
Samples
Sample
Description
TPM
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
142.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
133.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
114.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
112.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
104.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
102.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
100.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
99.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
97.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
97.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
93.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
93.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
91.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
91.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
91.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
90.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
88.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
87.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
86.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
85.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
85.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
85.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
84.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
84.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
84.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
83.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
83.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
83.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
83.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
83.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
82.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
82.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
81.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
81.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
81.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
81.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
80.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
80.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
80.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
80.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
80.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
79.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
79.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
79.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
79.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
79.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
79.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
78.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
78.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
78.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
78.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
78.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
77.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
77.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
76.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
76.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
76.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
76.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
76.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
76.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
76.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
76.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
76.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
75.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
74.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
74.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
74.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
73.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
73.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
73.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
73.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
73.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
72.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
72.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
72.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
72.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
72.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
72.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
72.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
71.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
71.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
71.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
71.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
70.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
70.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
70.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
70.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
70.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
70.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
70.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
69.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
69.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
69.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
69.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
69.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
68.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
68.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
67.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
67.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
67.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
67.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
67.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
67.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
66.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
66.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
66.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
66.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
66.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
65.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
65.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
65.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
65.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
65.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
65.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
65.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
65.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
65.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
64.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
64.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
64.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
64.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
64.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
64.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
64.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
64.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
63.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
63.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
63.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
63.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
63.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
63.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
63.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
63.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
62.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
62.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
62.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
62.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
62.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
62.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
62.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
62.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
62.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
62.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
62.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
62.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
62.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
61.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
61.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
61.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
61.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
61.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
61.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
61.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
61.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
61.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
61.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
61.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
61.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
61.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
61.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
60.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
60.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
60.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
60.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
60.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
60.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
60.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
60.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
60.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
60.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
59.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
59.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
59.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
59.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
59.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
59.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
59.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
59.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
59.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
58.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
58.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
58.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
58.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
58.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
58.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
58.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
58.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
58.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
58.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
58.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
57.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
57.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
57.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
57.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
57.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
57.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
57.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
57.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
57.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
57.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
57.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
57.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
57.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
57.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
57.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
57.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
56.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
56.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
56.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
56.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
56.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
56.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
56.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
56.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
56.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
56.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
56.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
56.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
56.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
55.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
55.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
55.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
55.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
55.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
55.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
55.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
55.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
55.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
55.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
55.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
55.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
55.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
55.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
55.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
55.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
55.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
55.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
55.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
55.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
55.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
55.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
55.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
55.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
55.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
54.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
54.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
54.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
54.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
54.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
54.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
54.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
54.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
53.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
53.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
53.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
53.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
53.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
53.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
53.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
53.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
53.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
53.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
53.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
53.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
53.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
53.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
53.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
53.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
53.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
52.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
52.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
52.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
52.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
52.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
52.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
52.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
52.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
52.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
52.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
52.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
52.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
52.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
51.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
51.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
51.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
51.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
51.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
51.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
51.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
51.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
51.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
51.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
51.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
51.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
51.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
51.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
51.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
51.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
51.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
50.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
50.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
50.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
50.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
50.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
50.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
50.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
50.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
50.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
50.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
50.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
50.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
49.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
49.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
49.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
49.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
49.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
49.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
49.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
49.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
49.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
49.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
48.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
48.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
48.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
48.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
48.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
48.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
48.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
48.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
48.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
48.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
48.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
48.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
48.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
48.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
48.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
48.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
48.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
47.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
47.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
47.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
47.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
47.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
47.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
47.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
47.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
47.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
46.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
46.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
46.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
46.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
46.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
46.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
46.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
46.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
46.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
46.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
46.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
46.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
45.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
45.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
45.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
45.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
45.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
45.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
45.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
45.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
45.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
45.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
45.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
45.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
45.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
45.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
44.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
44.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
44.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
44.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
44.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
44.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
44.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
44.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
44.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
44.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
44.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
44.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
44.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
44.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
43.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
43.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
43.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
43.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
43.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
43.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
43.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
43.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
43.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
43.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
43.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
43.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
43.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
43.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
43.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
43.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
43.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
43.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
42.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
42.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
42.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
42.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
42.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
42.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
42.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
42.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
42.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
42.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
42.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
42.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
42.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
42.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
41.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
41.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
41.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
41.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
41.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
41.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
41.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
41.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
41.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
41.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
41.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
40.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
40.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
40.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
40.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
40.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
40.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
40.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
39.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
39.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
39.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
39.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
39.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
39.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
39.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
39.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
38.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
38.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
38.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
38.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
38.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
38.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
38.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
38.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
38.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
37.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
37.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
37.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
37.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
37.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
37.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
37.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
37.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
36.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
36.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
36.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
36.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
35.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
35.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
35.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
35.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
34.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
34.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
34.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
34.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
34.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
33.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
33.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
33.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
32.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
32.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
29.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.8
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.
GUCD1 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
32.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
64.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
51.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
51.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
51.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
48.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
47.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
47.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
47.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
46.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
45.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
45.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
44.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
44.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
42.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
41.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
41.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
41.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
41.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
40.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
39.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
39.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
39.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
38.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
38.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
38.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
38.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
37.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
37.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
36.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
36.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
36.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
36.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
35.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
35.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
35.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
35.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
35.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
34.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
34.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
34.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
34.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
33.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
32.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
32.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
31.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
31.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
31.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
30.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
30.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
30.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
30.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
29.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
29.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
29.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
28.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
28.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
28.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
27.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
27.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
27.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
27.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
27.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
27.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
26.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
25.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
25.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
25.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
25.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
25.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
24.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
22.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
22.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
21.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.2
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.
GUCD1 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
49.5
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
114.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
95.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
87.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
84.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
83.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
79.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
77.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
74.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
73.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
73.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
70.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
70.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
70.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
70.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
69.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
69.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
69.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
67.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
67.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
66.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
65.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
65.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
65.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
65.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
64.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
64.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
64.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
64.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
64.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
63.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
63.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
62.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
62.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
62.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
62.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
61.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
61.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
60.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
60.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
59.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
59.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
59.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
58.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
58.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
57.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
57.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
57.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
57.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
57.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
57.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
57.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
56.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
56.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
56.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
56.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
56.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
56.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
56.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
56.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
55.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
55.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
55.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
55.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
54.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
54.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
54.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
54.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
54.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
54.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
54.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
54.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
54.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
54.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
53.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
53.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
53.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
52.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
52.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
51.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
51.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
51.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
51.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
51.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
51.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
51.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
51.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
51.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
51.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
50.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
50.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
50.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
50.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
50.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
50.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
50.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
49.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
49.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
49.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
49.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
49.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
49.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
49.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
49.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
49.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
48.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
48.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
48.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
48.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
48.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
48.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
48.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
48.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
47.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
47.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
47.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
47.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
46.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
46.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
46.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
46.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
46.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
46.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
46.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
46.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
46.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
46.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
45.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
45.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
45.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
44.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
44.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
44.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
44.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
44.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
43.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
43.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
43.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
43.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
43.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
43.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
42.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
42.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
42.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
42.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
42.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
42.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
42.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
42.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
41.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
41.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
41.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
40.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
40.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
40.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
40.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
40.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
39.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
39.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
39.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
39.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
39.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
39.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
38.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
38.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
38.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
38.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
38.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
38.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
38.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
37.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
36.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
36.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
36.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
36.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
36.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
36.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
35.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
35.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
35.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
34.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
34.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
34.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
34.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
34.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
33.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
33.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
33.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
32.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
32.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
32.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
31.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
31.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
31.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
30.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
30.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
29.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
28.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
28.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
27.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
26.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
26.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
