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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.
RWDD1 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
40.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
79.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
79.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
75.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
75.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
71.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
71.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
70.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
70.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
70.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
66.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
61.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
60.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
60.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
60.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
59.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
58.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
58.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
57.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
57.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
57.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
56.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
56.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
55.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
54.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
54.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
54.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
53.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
53.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
53.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
52.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
52.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
52.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
51.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
51.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
51.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
50.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
50.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
50.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
50.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
49.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
49.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
49.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
49.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
49.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
48.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
48.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
48.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
48.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
47.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
47.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
47.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
47.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
47.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
47.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
47.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
46.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
46.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
46.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
46.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
46.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
46.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
45.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
45.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
45.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
45.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
45.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
45.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
45.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
45.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
44.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
44.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
44.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
44.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
44.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
44.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
44.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
44.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
44.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
44.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
44.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
44.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
43.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
43.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
43.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
43.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
43.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
43.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
43.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
42.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
42.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
42.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
42.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
42.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
42.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
42.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
42.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
41.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
41.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
41.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
41.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
41.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
41.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
41.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
41.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
41.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
41.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
41.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
41.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
41.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
40.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
40.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
40.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
40.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
39.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
39.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
39.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
39.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
39.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
39.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
39.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
39.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
39.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
39.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
39.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
39.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
38.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
38.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
38.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
38.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
38.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
38.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
38.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
38.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
38.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
38.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
37.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
37.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
37.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
37.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
37.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
37.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
37.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
36.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
36.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
36.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
36.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
36.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
36.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
36.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
36.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
35.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
35.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
35.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
35.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
35.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
35.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
35.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
35.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
35.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
35.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
35.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
34.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
34.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
34.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
34.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
34.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
34.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
34.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
34.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
34.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
34.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
34.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
34.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
34.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
34.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
34.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
34.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
33.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
33.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
33.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
33.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
33.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
33.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
33.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
33.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
33.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
33.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
32.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
32.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
32.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
32.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
32.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
32.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
32.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
32.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
32.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
31.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
31.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
31.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
31.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
31.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
30.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
30.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
30.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
30.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
30.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
30.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
30.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
30.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
30.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
30.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
30.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
29.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
29.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
29.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
29.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
29.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
29.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
28.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
28.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
28.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
28.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
28.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
27.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
27.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
27.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
27.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
27.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
27.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
26.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
26.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
26.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
25.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
25.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
25.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
25.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
24.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
24.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
24.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
24.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
24.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
23.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
22.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 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.
RWDD1 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
28.9
Number of samples
486
Samples
Sample
Description
TPM
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
63.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
62.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
58.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
58.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
51.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
50.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
48.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
47.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
47.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
47.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
46.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
44.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
44.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
44.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
43.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
43.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
42.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
42.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
42.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
42.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
41.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
41.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
40.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
40.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
40.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
40.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
39.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
39.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
39.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
39.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
39.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
39.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
39.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
39.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
38.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
38.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
38.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
38.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
38.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
38.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
37.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
37.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
37.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
37.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
37.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
37.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
37.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
37.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
37.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
37.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
37.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
37.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
37.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
36.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
36.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
36.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
36.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
36.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
36.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
36.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
36.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
36.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
36.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
35.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
35.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
35.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
35.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
35.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
35.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
35.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
35.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
35.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
35.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
35.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
35.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
35.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
35.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
35.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
35.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
35.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
35.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
35.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
35.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
35.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
35.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
34.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
34.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
34.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
34.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
34.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
34.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
34.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
34.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
34.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
34.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
34.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
34.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
34.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
34.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
34.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
34.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
34.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
33.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
33.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
33.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
33.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
33.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
33.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
33.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
33.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
33.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
33.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
33.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
33.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
33.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
33.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
32.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
32.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
32.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
32.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
32.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
32.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
32.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
32.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
32.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
32.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
32.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
32.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
32.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
32.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
32.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
32.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
32.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
32.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
32.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
32.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
31.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
31.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
31.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
31.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
31.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
31.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
31.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
31.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
31.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
31.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
31.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
31.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
31.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
31.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
30.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
30.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
30.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
30.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
30.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
30.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
30.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
30.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
30.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
30.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
30.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
29.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
29.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
29.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
29.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
29.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
29.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
29.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
28.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
28.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
28.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
28.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
28.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
28.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
27.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
27.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
26.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
26.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
26.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
26.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
25.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
25.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
23.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
23.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
22.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
3.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RWDD1 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
43.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
79.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
73.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
65.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
63.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
62.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
62.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
61.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
59.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
59.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
58.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
58.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
58.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
58.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
56.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
55.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
54.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
54.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
53.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
53.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
52.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
52.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
51.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
51.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
51.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
50.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
49.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
49.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
48.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
48.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
48.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
48.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
48.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
47.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
47.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
47.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
47.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
47.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
46.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
46.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
46.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
45.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
45.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
45.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
44.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
44.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
44.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
44.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
44.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
44.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
43.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
42.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
42.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
42.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
42.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
39.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
38.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
38.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
38.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
38.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
37.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
37.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
35.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
35.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
34.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
34.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
34.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
34.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
32.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
32.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
32.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
32.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
32.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
32.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
30.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
30.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
30.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
29.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
28.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
27.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
27.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
27.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
26.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
24.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
24.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
22.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
22.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
RWDD1 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
25.4
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
47.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
45.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
40.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
38.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
37.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
37.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
37.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
36.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
36.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
35.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
35.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
34.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
33.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
33.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
33.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
32.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
32.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
32.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
32.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
32.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
32.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
31.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
31.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
31.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
31.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
31.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
31.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
31.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
31.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
31.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
30.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
30.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
30.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
30.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
30.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
29.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
29.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
29.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
29.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
29.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
28.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
28.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
28.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
27.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
26.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
25.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
25.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
24.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
23.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
21.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
1.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
1.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
1.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
1.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.9
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.8
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.8
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.8
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.8
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.8
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.8
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.8
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.7
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.7
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.7
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.6
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.6
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.7
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.8
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.8
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.9
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-1.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-1.5
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
