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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.
RPP25L 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
42.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
106.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
90.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
83.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
76.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
76.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
75.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
75.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
73.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
73.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
72.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
69.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
69.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
67.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
66.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
66.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
66.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
66.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
65.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
65.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
64.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
63.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
63.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
61.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
61.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
61.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
59.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
59.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
59.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
59.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
59.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
59.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
58.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
58.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
57.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
57.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
57.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
57.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
56.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
56.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
55.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
55.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
55.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
55.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
54.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
54.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
54.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
53.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
53.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
53.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
53.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
53.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
52.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
52.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
52.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
52.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
52.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
51.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
51.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
50.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
50.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
50.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
50.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
50.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
50.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
49.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
49.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
49.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
49.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
49.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
48.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
48.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
48.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
48.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
48.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
48.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
47.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
47.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
47.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
47.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
47.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
47.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
47.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
47.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
46.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
46.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
46.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
46.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
45.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
45.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
45.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
44.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
44.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
44.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
44.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
43.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
43.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
43.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
43.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
43.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
43.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
43.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
43.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
43.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
43.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
43.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
41.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
41.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
41.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
41.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
41.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
41.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
41.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
41.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
40.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
40.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
40.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
40.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
40.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
40.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
40.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
39.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
39.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
39.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
39.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
39.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
39.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
39.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
39.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
39.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
39.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
38.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
38.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
38.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
38.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
38.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
38.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
38.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
38.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
38.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
37.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
37.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
37.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
37.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
37.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
37.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
37.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
37.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
37.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
37.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
37.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
36.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
36.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
36.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
36.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
36.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
36.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
35.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
35.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
35.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
35.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
35.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
35.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
35.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
35.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
35.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
35.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
34.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
34.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
34.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
34.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
34.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
34.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
34.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
34.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
34.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
34.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
33.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
33.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
33.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
33.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
33.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
33.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
33.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
33.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
33.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
33.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
33.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
33.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
32.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
32.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
32.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
32.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
32.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
32.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
32.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
32.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
32.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
31.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
31.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
31.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
31.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
31.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
31.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
31.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
31.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
31.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
30.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
30.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
30.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
30.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
30.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
30.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
30.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
29.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
28.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
28.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
28.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
28.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
28.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
28.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
28.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
28.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
27.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
27.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
27.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
26.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
26.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
26.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
26.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
26.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
25.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
24.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
23.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
23.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
23.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
23.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
20.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RPP25L 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
16.1
Number of samples
486
Samples
Sample
Description
TPM
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
45.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
36.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
35.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
35.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
31.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
30.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
30.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
25.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.0
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.
RPP25L 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
41.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
87.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
83.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
74.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
72.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
69.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
68.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
63.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
61.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
58.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
57.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
56.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
55.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
54.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
52.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
52.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
50.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
50.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
50.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
49.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
49.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
49.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
48.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
48.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
46.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
45.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
45.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
44.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
44.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
43.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
43.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
43.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
42.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
42.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
41.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
41.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
41.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
40.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
40.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
40.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
40.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
39.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
39.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
39.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
39.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
38.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
38.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
38.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
38.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
38.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
38.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
38.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
37.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
37.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
37.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
36.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
36.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
36.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
36.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
35.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
35.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
35.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
35.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
34.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
34.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
33.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
33.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
31.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
31.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
31.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
31.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
31.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
30.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
29.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
29.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
28.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
28.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
28.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
27.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
27.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
26.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
24.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 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.
RPP25L 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
13.8
Number of samples
207
Samples
Sample
Description
TPM
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
1.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.9
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.8
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.7
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.7
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.7
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
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
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
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
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
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
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
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
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_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
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
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
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
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
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
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
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
