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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.
PRC1 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
35.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
85.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
82.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
79.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
78.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
78.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
78.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
72.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
70.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
66.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
66.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
66.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
65.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
64.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
62.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
62.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
61.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
61.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
60.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
60.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
59.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
59.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
59.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
59.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
59.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
59.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
58.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
56.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
55.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
54.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
53.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
52.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
52.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
52.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
51.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
51.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
51.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
51.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
50.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
50.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
50.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
49.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
49.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
49.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
49.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
49.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
49.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
49.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
48.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
47.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
47.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
47.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
47.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
47.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
46.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
46.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
46.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
46.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
46.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
45.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
45.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
45.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
45.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
45.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
45.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
44.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
44.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
43.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
43.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
43.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
43.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
42.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
42.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
42.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
42.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
41.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
41.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
41.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
41.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
41.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
41.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
41.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
40.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
40.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
40.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
39.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
39.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
39.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
39.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
39.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
39.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
39.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
39.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
39.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
39.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
39.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
38.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
38.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
38.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
38.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
38.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
38.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
38.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
38.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
37.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
37.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
37.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
37.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
37.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
37.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
37.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
37.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
37.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
37.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
36.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
36.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
36.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
36.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
36.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
35.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
35.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
35.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
35.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
35.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
35.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
34.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
34.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
34.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
34.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
34.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
33.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
33.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
33.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
33.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
33.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
33.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
33.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
32.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
32.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
32.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
32.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
32.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
32.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
32.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
32.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
31.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
31.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
31.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
31.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
31.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
30.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
30.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
30.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
30.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
30.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
29.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
29.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
28.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
28.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
28.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
28.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
28.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
28.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
28.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
27.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
27.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
27.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
27.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
27.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
26.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
26.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
26.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
25.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
25.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
25.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
25.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
25.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
25.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
25.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
24.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
24.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
24.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
24.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
24.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
24.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
23.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
23.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
23.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
23.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
23.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
22.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
21.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
21.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
21.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
21.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
20.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
20.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
19.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
18.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
17.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
PRC1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
31.4
Number of samples
486
Samples
Sample
Description
TPM
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
121.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
92.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
91.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
76.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
76.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
75.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
73.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
68.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
68.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
67.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
67.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
66.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
64.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
63.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
63.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
62.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
62.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
60.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
60.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
60.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
60.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
60.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
59.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
59.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
59.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
58.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
58.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
58.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
58.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
57.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
57.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
57.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
56.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
56.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
54.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
53.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
52.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
52.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
52.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
52.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
52.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
51.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
51.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
51.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
51.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
51.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
51.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
51.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
50.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
50.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
50.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
50.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
49.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
48.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
48.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
48.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
48.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
48.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
48.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
47.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
47.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
47.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
47.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
47.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
47.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
47.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
47.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
46.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
46.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
46.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
46.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
46.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
46.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
46.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
46.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
46.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
45.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
45.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
45.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
45.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
44.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
44.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
44.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
44.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
44.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
43.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
43.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
43.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
43.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
43.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
43.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
43.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
43.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
42.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
42.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
42.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
42.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
42.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
42.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
42.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
42.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
42.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
42.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
41.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
41.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
41.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
41.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
41.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
41.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
41.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
41.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
41.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
41.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
41.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
40.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
40.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
40.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
40.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
40.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
40.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
40.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
39.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
39.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
39.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
39.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
39.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
39.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
39.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
39.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
39.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
38.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
38.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
38.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
38.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
38.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
38.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
38.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
38.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
38.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
37.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
37.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
37.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
37.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
37.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
37.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
37.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
37.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
37.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
37.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
37.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
37.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
37.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
36.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
36.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
36.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
36.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
36.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
36.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
36.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
36.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
36.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
36.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
36.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
35.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
35.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
35.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
35.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
35.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
35.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
35.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
35.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
35.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
35.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
35.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
35.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
35.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
34.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
34.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
34.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
34.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
34.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
34.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
33.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
33.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
33.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
33.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
33.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
33.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
33.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
33.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
33.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
32.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
32.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
32.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
32.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
32.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
32.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
32.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
32.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
32.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
32.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
32.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
32.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
31.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
31.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
31.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
31.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
31.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
31.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
31.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
30.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
30.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
30.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
30.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
30.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
30.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
29.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
29.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
28.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
28.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
28.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
28.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
28.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
28.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
28.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
27.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
27.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
27.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.6
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.
PRC1 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
35.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
92.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
81.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
76.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
75.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
70.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
63.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
62.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
60.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
59.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
57.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
56.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
54.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
53.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
52.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
51.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
51.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
50.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
50.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
49.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
49.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
49.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
49.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
48.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
46.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
46.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
46.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
43.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
43.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
42.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
40.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
40.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
39.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
39.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
39.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
38.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
36.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
35.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
35.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
35.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
34.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
34.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
33.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
32.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
32.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
30.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
30.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
30.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
30.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
29.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
29.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
28.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
28.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
27.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
27.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
27.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
26.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
26.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
26.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
25.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
24.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
24.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
24.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
23.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
9.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 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.
PRC1 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
24.7
Number of samples
207
Samples
Sample
Description
TPM
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
104.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
81.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
78.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
77.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
77.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
68.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
68.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
66.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
57.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
52.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
51.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
49.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
48.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
48.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
48.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
48.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
46.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
45.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
44.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
43.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
43.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
43.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
42.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
42.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
41.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
41.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
41.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
40.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
40.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
39.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
39.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
39.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
38.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
37.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
36.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
36.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
35.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
34.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
34.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
34.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
34.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
32.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
32.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
32.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
31.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
31.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
31.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
30.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
30.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
30.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
29.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
28.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
7.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
5.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
4.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
4.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
3.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.