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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.
SRPRB is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
42.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
123.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
83.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
82.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
77.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
77.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
73.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
71.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
69.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
66.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
66.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
65.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
64.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
64.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
64.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
62.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
62.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
62.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
62.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
61.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
61.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
60.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
60.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
60.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
60.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
59.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
59.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
57.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
57.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
56.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
56.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
56.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
55.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
55.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
55.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
54.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
54.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
54.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
54.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
54.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
54.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
53.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
53.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
53.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
53.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
53.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
52.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
52.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
52.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
52.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
52.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
51.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
51.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
51.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
51.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
51.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
51.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
50.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
50.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
50.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
50.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
49.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
49.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
49.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
48.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
48.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
48.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
48.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
48.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
48.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
47.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
47.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
47.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
47.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
47.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
46.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
46.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
46.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
45.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
45.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
45.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
45.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
45.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
45.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
45.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
45.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
45.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
45.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
45.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
44.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
44.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
44.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
44.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
44.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
44.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
44.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
43.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
43.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
43.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
43.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
43.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
43.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
43.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
43.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
43.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
43.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
42.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
42.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
42.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
42.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
42.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
42.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
41.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
41.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
41.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
41.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
41.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
41.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
41.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
41.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
41.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
41.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
41.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
41.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
41.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
41.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
40.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
40.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
40.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
40.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
40.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
40.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
40.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
40.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
40.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
39.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
39.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
39.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
39.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
39.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
39.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
39.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
39.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
38.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
38.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
38.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
38.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
38.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
38.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
38.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
38.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
38.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
38.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
38.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
38.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
37.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
37.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
37.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
37.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
37.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
37.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
37.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
37.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
37.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
37.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
37.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
36.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
36.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
36.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
36.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
36.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
36.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
36.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
35.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
35.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
35.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
35.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
35.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
35.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
35.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
35.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
35.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
35.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
35.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
35.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
35.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
35.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
35.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
35.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
34.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
34.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
34.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
34.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
34.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
34.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
34.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
33.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
33.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
33.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
33.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
33.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
33.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
32.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
32.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
32.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
32.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
32.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
32.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
31.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
31.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
31.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
31.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
31.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
31.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
30.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
30.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
30.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
30.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
30.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
30.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
30.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
30.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
29.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
29.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
29.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
29.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
29.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
28.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
28.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
28.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
28.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
28.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
28.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
28.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
28.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
27.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
27.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
27.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
27.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
27.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
27.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
27.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
26.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
26.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
26.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
26.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
26.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
25.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
25.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
24.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
23.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
22.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
SRPRB 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
24.3
Number of samples
486
Samples
Sample
Description
TPM
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
55.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
54.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
51.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
48.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
48.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
46.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
46.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
45.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
44.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
44.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
44.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
43.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
42.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
42.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
42.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
41.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
41.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
40.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
40.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
40.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
40.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
40.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
39.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
39.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
38.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
37.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
37.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
36.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
36.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
36.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
36.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
36.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
36.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
36.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
35.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
35.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
35.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
35.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
35.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
35.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
34.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
34.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
34.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
34.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
33.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
33.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
32.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
32.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
32.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
32.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
32.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
32.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
32.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
31.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
31.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
31.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
31.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
31.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
30.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
30.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
30.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
30.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
30.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
29.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
29.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
29.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
28.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
28.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
28.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
27.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
26.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
24.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
SRPRB 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
42.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
68.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
63.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
63.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
62.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
62.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
61.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
60.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
60.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
60.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
59.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
59.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
56.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
55.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
55.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
55.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
55.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
53.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
52.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
51.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
51.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
51.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
50.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
50.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
48.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
48.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
48.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
48.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
48.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
47.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
47.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
47.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
45.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
44.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
44.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
44.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
44.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
44.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
43.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
43.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
43.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
43.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
42.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
42.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
42.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
42.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
41.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
41.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
41.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
40.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
40.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
40.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
39.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
38.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
38.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
38.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
38.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
38.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
37.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
37.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
37.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
37.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
36.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
36.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
34.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
34.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
34.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
34.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
34.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
33.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
33.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
33.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
32.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
31.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
31.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
31.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
30.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
29.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
28.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
28.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
28.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
26.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
25.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
24.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
21.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
18.6
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.
SRPRB 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
22.6
Number of samples
207
Samples
Sample
Description
TPM
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
44.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
43.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
42.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
40.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
39.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
37.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
36.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
35.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
35.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
34.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
33.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
33.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
33.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
32.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
31.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
31.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
31.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
30.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
29.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
28.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
26.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
24.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.9
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
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Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
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Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
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Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
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Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
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Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
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Normal
0.0
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Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
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Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.9
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.9
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
