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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.
RPUSD3 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
33.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
63.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
59.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
57.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
57.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
57.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
55.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
55.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
55.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
55.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
53.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
51.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
50.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
50.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
50.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
49.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
49.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
49.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
46.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
46.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
45.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
45.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
45.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
45.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
44.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
44.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
44.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
44.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
43.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
43.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
43.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
42.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
42.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
42.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
42.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
42.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
42.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
42.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
42.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
42.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
42.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
41.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
41.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
41.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
41.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
40.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
40.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
40.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
40.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
40.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
40.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
40.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
39.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
39.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
39.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
39.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
39.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
39.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
39.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
39.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
38.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
38.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
38.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
37.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
37.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
37.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
37.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
37.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
37.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
37.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
37.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
37.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
37.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
37.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
37.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
36.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
36.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
36.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
36.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
36.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
36.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
36.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
36.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
36.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
36.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
36.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
36.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
36.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
36.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
36.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
36.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
36.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
35.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
35.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
35.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
35.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
35.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
35.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
35.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
35.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
35.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
34.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
34.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
34.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
34.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
34.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
34.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
34.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
34.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
34.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
34.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
34.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
34.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
34.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
33.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
33.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
33.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
33.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
33.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
33.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
33.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
33.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
33.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
32.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
32.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
32.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
32.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
32.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
32.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
32.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
32.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
31.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
31.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
31.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
31.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
31.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
31.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
31.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
31.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
31.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
31.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
31.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
31.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
31.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
31.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
30.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
30.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
30.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
30.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
30.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
30.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
30.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
30.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
30.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
30.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
30.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
30.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
30.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
29.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
29.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
29.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
29.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
29.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
29.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
29.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
29.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
29.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
29.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
29.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
29.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
28.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
28.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
28.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
28.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
28.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
28.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
28.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
28.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
28.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
28.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
28.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
28.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
28.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
28.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
28.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
28.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
28.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
27.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
27.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
27.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
27.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
27.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
27.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
27.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
26.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
26.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
26.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
26.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
26.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
25.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
25.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
25.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
25.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
25.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
25.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
25.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
25.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
25.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
25.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
24.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
24.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
24.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
24.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
23.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
23.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
23.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
23.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
23.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
22.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
22.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
21.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
21.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
21.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
15.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 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.
RPUSD3 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
21.5
Number of samples
486
Samples
Sample
Description
TPM
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
37.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
35.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
35.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
33.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
33.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
32.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
32.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
32.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
31.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
31.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
31.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
30.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
30.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
30.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
29.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
29.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
28.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
27.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
27.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
25.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
RPUSD3 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
32.0
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
59.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
52.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
49.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
48.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
47.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
46.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
46.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
45.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
43.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
43.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
43.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
43.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
42.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
42.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
40.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
40.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
39.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
39.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
38.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
38.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
38.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
38.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
38.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
37.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
37.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
36.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
35.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
35.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
34.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
34.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
34.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
34.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
34.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
33.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
33.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
32.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
32.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
32.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
32.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
31.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
31.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
31.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
31.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
31.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
31.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
30.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
30.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
29.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
29.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
29.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
29.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
29.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
29.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
28.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
28.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
27.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
27.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
27.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
27.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
27.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
26.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
25.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
25.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
24.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
24.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
24.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
23.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
22.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
22.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
21.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
RPUSD3 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
20.0
Number of samples
207
Samples
Sample
Description
TPM
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
42.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
37.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
35.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
34.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
31.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
29.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
24.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
1.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.9
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.9
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.8
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.8
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.8
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.8
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.8
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.7
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.7
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.6
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.6
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.6
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.6
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.8
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.9
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.