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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.
RNASEH2A 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
44.3
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
104.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
100.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
95.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
89.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
83.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
82.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
80.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
80.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
76.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
72.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
72.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
72.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
70.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
70.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
69.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
68.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
68.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
67.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
67.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
65.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
65.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
65.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
65.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
64.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
64.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
64.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
64.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
63.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
63.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
63.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
63.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
63.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
63.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
62.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
62.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
61.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
61.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
61.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
61.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
60.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
60.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
60.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
59.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
59.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
59.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
59.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
58.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
58.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
58.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
58.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
58.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
58.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
57.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
57.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
57.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
56.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
55.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
55.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
55.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
55.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
55.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
54.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
54.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
54.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
54.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
54.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
54.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
54.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
53.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
53.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
52.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
52.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
52.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
52.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
52.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
52.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
52.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
52.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
51.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
51.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
51.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
51.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
50.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
50.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
50.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
50.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
50.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
49.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
49.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
49.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
49.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
49.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
49.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
49.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
48.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
48.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
48.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
48.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
47.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
47.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
47.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
47.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
47.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
46.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
46.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
46.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
46.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
46.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
46.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
45.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
45.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
45.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
45.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
45.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
44.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
44.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
44.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
43.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
43.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
43.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
43.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
43.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
43.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
43.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
42.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
42.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
42.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
42.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
42.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
42.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
41.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
41.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
41.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
41.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
41.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
40.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
40.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
40.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
40.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
40.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
40.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
39.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
39.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
39.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
39.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
39.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
38.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
38.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
38.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
38.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
37.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
37.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
37.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
37.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
37.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
37.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
36.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
36.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
36.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
36.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
36.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
36.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
35.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
35.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
35.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
35.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
35.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
35.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
34.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
34.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
34.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
34.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
34.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
34.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
34.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
34.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
34.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
34.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
33.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
33.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
33.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
33.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
33.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
33.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
33.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
33.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
33.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
33.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
32.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
32.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
32.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
32.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
32.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
32.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
32.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
32.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
32.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
31.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
31.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
31.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
31.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
31.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
30.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
30.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
30.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
30.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
30.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
30.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
30.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
30.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
29.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
29.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
28.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
28.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
28.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
28.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
28.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
28.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
28.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
27.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
27.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
27.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
27.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
26.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
26.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
26.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
25.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
25.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
25.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
24.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
23.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
22.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
21.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
20.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
20.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.2
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.
RNASEH2A is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
32.1
Number of samples
486
Samples
Sample
Description
TPM
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
231.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
77.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
75.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
69.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
68.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
64.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
64.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
64.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
64.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
64.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
64.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
60.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
58.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
57.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
57.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
57.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
56.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
56.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
56.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
56.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
55.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
55.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
54.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
53.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
53.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
53.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
53.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
53.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
52.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
51.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
51.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
51.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
50.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
50.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
50.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
49.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
48.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
48.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
48.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
47.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
47.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
47.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
47.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
46.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
46.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
46.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
46.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
46.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
45.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
45.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
45.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
45.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
44.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
44.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
44.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
44.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
44.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
44.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
44.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
44.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
43.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
43.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
43.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
43.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
43.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
42.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
42.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
42.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
42.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
42.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
42.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
42.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
42.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
42.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
41.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
41.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
41.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
41.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
41.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
41.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
41.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
41.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
41.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
41.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
41.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
41.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
41.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
40.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
40.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
40.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
40.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
40.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
40.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
40.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
40.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
40.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
40.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
39.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
39.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
39.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
39.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
39.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
39.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
38.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
38.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
38.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
38.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
38.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
38.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
38.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
38.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
38.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
38.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
38.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
38.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
38.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
38.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
37.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
37.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
37.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
37.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
37.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
37.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
37.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
37.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
37.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
37.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
37.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
36.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
36.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
36.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
36.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
36.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
36.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
36.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
36.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
36.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
36.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
36.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
36.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
36.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
36.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
36.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
36.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
36.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
35.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
35.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
35.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
35.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
35.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
35.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
35.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
35.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
35.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
35.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
35.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
35.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
35.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
35.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
34.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
34.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
34.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
34.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
34.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
34.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
34.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
34.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
34.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
34.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
34.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
34.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
34.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
34.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
33.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
33.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
33.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
33.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
33.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
33.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
33.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
33.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
33.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
33.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
33.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
33.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
33.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
33.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
32.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
32.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
32.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
32.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
32.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
32.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
32.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
32.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
32.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
32.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
32.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
32.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
31.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
31.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
31.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
31.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
31.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
31.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
31.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
31.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
31.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
30.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
30.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
30.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
30.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
30.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
30.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
30.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
30.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
30.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
30.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
30.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
30.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
30.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
30.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
30.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
29.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
29.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
29.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
29.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
29.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
29.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
28.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
28.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
27.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
27.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
27.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
RNASEH2A 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
40.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
81.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
72.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
72.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
71.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
68.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
66.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
66.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
66.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
66.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
66.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
63.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
62.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
61.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
61.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
55.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
55.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
54.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
54.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
52.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
49.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
48.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
48.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
48.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
48.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
47.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
47.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
46.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
46.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
45.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
44.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
43.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
43.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
42.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
42.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
41.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
40.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
40.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
40.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
39.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
39.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
38.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
38.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
37.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
37.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
36.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
35.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
35.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
35.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
34.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
34.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
34.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
34.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
33.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
33.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
33.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
32.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
32.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
32.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
31.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
31.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
31.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
31.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
31.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
31.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
30.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
30.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
29.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
29.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
29.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
28.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
26.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
25.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
24.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
24.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
24.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
24.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
24.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
23.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
23.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
23.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RNASEH2A 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
26.8
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
53.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
52.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
52.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
52.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
49.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
48.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
47.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
46.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
46.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
46.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
46.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
46.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
45.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
45.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
44.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
43.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
42.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
42.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
41.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
41.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
41.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
40.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
40.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
40.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
39.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
38.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
38.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
37.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
37.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
37.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
37.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
36.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
36.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
36.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
35.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
35.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
35.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
35.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
35.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
35.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
34.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
34.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
34.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
34.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
33.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
33.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
33.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
33.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
33.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
32.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
32.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
32.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
32.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
32.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
32.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
31.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
31.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
31.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
31.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
30.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
30.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
30.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
30.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
30.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
29.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
29.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
29.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
28.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
28.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
28.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
28.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
27.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
27.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b2400046-1d25-429d-a821-6040a6
Tumor
1.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.8
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.7
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.7
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.6
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
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Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.6
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.7
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.7
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.8
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
