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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.
RNH1 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
51.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
106.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
99.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
99.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
91.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
83.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
82.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
81.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
80.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
78.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
78.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
75.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
74.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
74.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
73.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
73.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
72.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
72.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
71.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
71.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
70.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
66.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
66.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
66.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
66.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
66.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
65.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
65.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
65.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
65.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
65.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
64.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
64.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
64.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
64.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
64.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
64.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
63.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
63.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
63.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
62.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
62.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
62.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
62.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
62.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
62.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
61.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
61.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
61.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
61.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
61.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
61.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
60.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
60.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
59.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
59.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
59.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
59.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
59.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
59.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
59.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
59.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
59.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
59.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
58.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
58.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
58.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
58.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
58.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
58.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
57.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
57.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
57.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
57.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
57.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
57.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
57.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
57.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
56.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
56.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
56.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
56.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
56.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
56.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
56.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
56.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
56.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
56.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
55.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
55.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
55.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
55.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
55.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
55.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
55.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
54.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
54.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
54.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
54.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
54.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
54.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
54.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
54.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
53.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
53.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
53.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
53.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
53.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
53.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
53.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
53.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
53.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
53.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
52.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
52.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
52.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
52.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
52.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
52.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
52.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
52.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
52.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
52.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
51.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
51.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
51.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
51.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
51.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
51.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
51.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
51.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
51.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
51.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
50.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
50.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
50.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
50.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
50.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
50.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
50.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
50.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
50.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
49.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
49.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
49.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
49.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
49.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
49.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
48.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
48.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
48.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
48.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
48.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
48.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
48.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
48.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
48.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
48.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
48.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
48.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
48.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
48.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
47.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
47.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
47.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
47.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
47.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
47.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
46.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
46.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
46.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
46.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
46.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
46.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
46.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
45.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
45.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
45.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
45.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
45.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
45.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
45.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
45.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
44.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
44.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
44.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
44.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
44.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
44.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
44.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
44.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
44.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
43.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
43.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
43.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
43.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
43.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
42.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
42.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
42.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
41.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
41.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
41.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
41.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
41.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
41.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
41.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
40.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
40.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
39.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
39.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
39.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
39.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
38.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
38.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
38.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
38.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
37.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
37.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
36.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
36.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
36.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
36.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
35.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
35.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
35.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
35.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
35.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
35.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
34.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
34.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
34.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
33.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
33.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
32.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
32.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
32.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
32.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
31.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
30.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
30.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
29.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
28.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
28.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
27.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
27.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
27.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
26.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
26.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
26.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
RNH1 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
27.8
Number of samples
486
Samples
Sample
Description
TPM
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
57.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
50.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
50.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
49.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
48.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
47.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
47.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
47.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
46.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
46.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
45.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
45.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
45.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
44.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
44.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
44.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
43.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
43.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
43.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
43.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
43.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
43.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
43.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
43.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
43.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
42.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
42.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
42.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
42.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
42.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
42.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
42.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
42.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
42.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
42.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
41.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
41.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
41.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
41.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
40.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
40.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
40.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
40.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
39.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
39.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
39.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
39.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
39.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
39.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
39.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
39.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
39.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
39.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
39.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
39.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
39.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
39.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
39.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
39.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
39.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
39.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
38.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
38.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
38.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
38.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
38.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
38.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
38.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
37.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
37.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
37.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
37.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
37.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
37.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
37.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
37.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
37.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
37.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
36.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
36.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
36.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
36.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
36.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
36.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
36.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
36.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
36.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
36.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
36.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
35.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
35.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
35.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
35.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
35.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
35.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
35.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
35.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
35.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
35.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
34.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
34.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
34.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
34.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
34.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
34.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
34.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
34.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
34.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
34.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
33.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
33.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
33.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
33.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
33.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
33.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
33.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
33.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
33.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
33.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
33.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
33.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
33.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
33.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
32.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
32.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
32.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
32.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
32.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
32.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
31.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
31.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
31.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
31.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
31.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
31.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
31.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
31.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
31.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
31.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
30.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
30.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
30.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
30.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
30.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
30.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
30.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
30.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
30.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
29.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
29.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
29.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
29.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
29.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
29.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
29.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
29.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
28.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
28.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
27.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
27.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
27.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
27.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
26.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
26.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
25.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
25.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RNH1 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
46.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
84.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
81.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
72.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
70.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
66.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
66.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
64.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
63.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
63.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
62.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
62.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
61.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
60.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
58.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
58.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
57.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
57.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
56.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
56.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
56.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
55.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
55.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
54.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
54.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
53.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
52.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
52.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
51.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
51.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
51.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
51.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
51.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
50.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
50.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
50.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
50.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
49.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
49.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
49.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
49.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
49.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
48.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
48.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
47.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
47.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
46.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
46.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
45.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
44.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
44.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
43.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
43.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
43.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
43.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
42.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
42.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
42.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
42.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
41.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
39.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
39.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
39.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
39.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
38.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
38.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
38.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
37.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
37.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
37.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
37.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
36.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
36.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
36.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
36.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
33.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
33.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
32.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
30.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
28.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
28.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
27.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
27.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
24.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
22.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
RNH1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
24.2
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
51.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
49.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
43.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
42.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
42.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
42.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
42.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
41.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
40.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
40.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
40.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
38.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
38.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
38.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
37.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
37.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
37.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
36.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
36.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
35.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
35.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
34.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
34.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
34.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
34.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
34.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
33.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
33.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
33.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
33.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
33.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
32.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
32.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
32.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
32.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
32.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
32.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
32.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
31.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
31.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
31.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
31.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
29.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
29.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
29.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
29.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
28.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
27.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
27.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
26.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.9
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.8
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.7
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.6
82157a70-12f1-4913-b548-d98881_D2
Normal
0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
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Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
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Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
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Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
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Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.7
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
