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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.
RRP36 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
34.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
92.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
77.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
75.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
70.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
63.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
60.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
58.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
56.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
55.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
54.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
54.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
51.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
50.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
50.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
49.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
49.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
49.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
47.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
47.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
47.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
46.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
46.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
45.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
45.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
45.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
45.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
45.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
44.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
44.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
44.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
44.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
44.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
44.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
44.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
44.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
43.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
43.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
43.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
43.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
43.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
43.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
43.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
43.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
43.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
43.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
42.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
42.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
42.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
42.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
42.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
42.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
42.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
42.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
41.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
41.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
41.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
41.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
41.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
41.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
41.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
40.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
40.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
39.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
39.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
39.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
39.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
39.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
39.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
39.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
39.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
39.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
38.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
38.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
38.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
38.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
38.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
38.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
38.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
38.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
38.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
38.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
38.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
38.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
37.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
37.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
37.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
37.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
37.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
37.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
36.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
36.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
36.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
36.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
36.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
36.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
36.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
36.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
36.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
35.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
35.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
35.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
35.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
35.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
35.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
35.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
35.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
35.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
35.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
35.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
35.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
35.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
35.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
35.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
34.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
34.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
34.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
34.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
34.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
34.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
34.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
34.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
34.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
33.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
33.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
33.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
33.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
33.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
32.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
32.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
32.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
32.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
32.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
32.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
32.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
32.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
32.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
31.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
31.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
31.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
31.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
31.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
31.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
31.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
31.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
31.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
31.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
31.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
31.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
31.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
31.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
31.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
31.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
30.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
30.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
30.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
30.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
30.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
30.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
30.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
30.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
30.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
30.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
30.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
29.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
29.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
29.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
29.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
29.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
29.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
29.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
29.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
29.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
29.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
29.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
29.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
29.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
29.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
29.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
29.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
29.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
29.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
28.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
28.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
28.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
28.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
28.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
28.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
28.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
28.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
28.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
28.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
27.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
27.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
27.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
27.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
27.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
27.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
27.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
27.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
27.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
27.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
27.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
27.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
27.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
26.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
26.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
26.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
26.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
26.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
26.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
26.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
25.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
25.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
25.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
25.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
25.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
25.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
25.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
24.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
24.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
24.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
24.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
24.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
24.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
24.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
24.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
24.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
24.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
23.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
23.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
23.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
23.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
23.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
22.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
22.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
22.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
21.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
21.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
21.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
21.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
21.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
20.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
19.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 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.
RRP36 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
36.0
Number of samples
486
Samples
Sample
Description
TPM
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
188.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
162.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
159.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
143.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
142.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
87.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
71.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
70.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
65.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
63.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
59.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
59.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
58.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
58.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
57.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
57.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
57.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
56.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
52.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
52.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
52.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
51.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
51.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
51.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
51.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
50.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
50.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
50.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
50.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
49.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
49.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
49.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
48.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
48.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
48.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
48.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
48.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
47.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
47.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
47.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
47.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
47.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
47.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
47.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
47.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
47.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
46.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
46.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
46.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
46.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
46.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
46.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
46.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
46.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
45.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
45.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
45.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
45.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
45.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
45.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
45.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
45.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
45.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
44.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
44.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
44.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
44.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
44.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
44.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
44.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
44.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
43.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
43.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
43.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
43.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
43.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
43.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
43.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
43.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
42.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
42.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
42.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
42.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
42.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
42.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
42.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
42.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
42.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
42.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
42.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
42.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
42.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
42.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
42.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
41.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
41.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
41.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
41.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
41.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
41.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
41.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
41.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
41.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
41.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
41.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
41.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
41.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
40.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
40.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
40.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
40.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
40.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
40.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
40.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
40.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
40.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
40.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
40.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
40.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
40.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
40.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
40.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
40.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
40.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
40.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
40.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
40.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
40.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
39.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
39.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
39.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
39.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
39.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
39.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
39.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
39.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
39.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
39.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
39.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
39.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
39.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
39.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
39.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
39.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
39.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
39.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
39.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
39.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
39.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
39.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
38.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
38.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
38.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
38.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
38.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
38.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
38.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
38.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
38.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
38.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
38.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
38.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
38.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
38.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
38.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
38.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
38.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
38.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
37.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
37.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
37.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
37.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
37.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
37.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
37.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
37.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
37.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
37.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
37.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
37.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
37.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
36.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
36.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
36.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
36.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
36.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
36.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
36.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
36.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
36.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
36.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
36.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
36.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
36.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
36.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
36.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
36.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
36.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
36.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
36.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
35.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
35.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
35.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
35.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
35.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
35.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
35.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
35.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
35.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
35.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
35.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
35.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
35.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
35.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
35.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
35.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
35.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
35.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
35.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
35.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
35.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
35.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
35.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
35.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
34.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
34.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
34.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
34.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
34.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
34.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
34.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
34.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
34.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
34.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
34.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
34.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
34.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
34.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
34.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
34.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
34.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
34.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
34.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
33.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
33.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
33.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
33.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
33.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
33.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
33.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
33.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
33.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
33.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
33.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
33.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
33.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
33.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
33.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
33.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
33.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
32.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
32.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
32.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
32.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
32.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
32.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
32.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
32.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
32.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
32.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
32.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
32.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
32.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
32.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
32.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
31.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
31.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
31.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
31.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
31.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
31.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
31.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
31.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
31.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
31.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
31.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
31.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
31.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
31.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
31.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
31.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
31.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
31.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
31.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
31.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
31.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
30.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
30.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
30.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
30.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
30.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
30.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
30.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
30.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
30.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
30.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
30.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
30.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
30.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
30.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
29.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
29.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
29.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
29.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
29.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
29.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
29.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
28.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
28.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
28.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
28.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
28.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
28.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
28.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
27.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
27.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
27.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
27.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
27.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
27.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
26.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.3
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.
RRP36 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
36.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
163.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
95.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
59.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
59.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
53.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
53.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
53.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
53.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
52.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
51.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
48.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
48.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
47.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
46.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
45.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
44.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
44.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
43.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
42.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
42.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
42.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
42.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
41.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
40.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
40.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
40.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
40.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
39.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
39.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
38.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
38.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
37.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
37.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
37.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
36.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
36.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
36.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
36.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
36.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
35.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
35.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
35.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
34.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
34.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
34.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
34.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
34.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
34.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
33.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
33.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
33.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
32.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
32.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
31.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
30.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
30.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
30.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
30.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
30.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
29.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
29.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
28.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
28.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
28.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
27.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
27.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
27.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
26.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
26.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
26.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
25.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
24.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
22.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
21.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
21.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
19.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RRP36 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
33.3
Number of samples
207
Samples
Sample
Description
TPM
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
102.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
65.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
57.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
54.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
53.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
53.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
52.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
51.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
51.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
50.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
49.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
49.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
48.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
47.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
47.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
47.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
46.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
46.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
46.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
45.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
44.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
44.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
43.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
43.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
43.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
43.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
42.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
42.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
42.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
42.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
41.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
41.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
41.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
41.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
41.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
40.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
40.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
40.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
40.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
40.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
40.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
39.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
39.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
39.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
39.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
38.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
38.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
38.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
38.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
38.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
38.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
38.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
37.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
37.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
37.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
37.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
37.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
37.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
37.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
37.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
36.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
36.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
36.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
36.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
36.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
36.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
36.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
36.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
36.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
35.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
35.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
35.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
35.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
34.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
34.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
34.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
34.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
34.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
34.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
34.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
34.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
34.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
33.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
33.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
33.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
33.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
33.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
33.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
33.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
33.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
32.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
32.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
32.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
32.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
32.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
32.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
31.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
31.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
31.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
31.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
31.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
31.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
31.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
31.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
31.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
31.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
31.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
30.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
30.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
30.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
30.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
30.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
30.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
30.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
29.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
29.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
29.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
29.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
29.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
29.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
28.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
28.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
28.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
28.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
28.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
28.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
27.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
27.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
27.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
26.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
26.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
25.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
25.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
24.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
20.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
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
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.