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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.
SRP68 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
30.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
61.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
57.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
55.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
51.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
51.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
47.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
46.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
46.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
46.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
46.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
46.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
45.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
44.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
44.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
44.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
44.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
44.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
43.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
43.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
43.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
43.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
43.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
42.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
42.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
42.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
42.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
42.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
41.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
41.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
41.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
41.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
41.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
40.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
40.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
40.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
40.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
40.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
39.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
39.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
39.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
38.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
38.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
38.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
37.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
37.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
37.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
37.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
37.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
37.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
36.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
36.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
36.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
36.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
36.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
36.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
36.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
36.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
36.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
36.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
35.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
35.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
35.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
35.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
35.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
35.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
35.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
34.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
34.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
34.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
34.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
34.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
34.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
34.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
34.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
34.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
34.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
34.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
34.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
34.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
33.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
33.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
33.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
33.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
33.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
33.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
33.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
33.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
33.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
33.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
33.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
33.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
33.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
33.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
32.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
32.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
32.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
32.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
32.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
32.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
32.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
32.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
31.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
31.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
31.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
31.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
31.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
31.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
31.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
31.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
31.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
31.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
31.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
31.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
31.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
31.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
30.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
30.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
30.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
30.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
30.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
30.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
30.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
30.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
30.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
30.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
30.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
30.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
30.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
30.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
30.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
29.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
29.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
29.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
29.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
29.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
29.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
29.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
28.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
28.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
28.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
28.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
28.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
28.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
28.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
27.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
27.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
27.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
27.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
27.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
27.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
27.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
27.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
27.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
27.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
27.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
26.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
26.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
26.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
26.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
26.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
26.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
26.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
26.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
25.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
25.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
25.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
25.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
25.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
25.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
25.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
25.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
24.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
24.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
24.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
24.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
24.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
24.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
24.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
24.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
23.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
23.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
23.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
23.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
23.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
23.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
23.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
23.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
22.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
22.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
22.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
22.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
22.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
21.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
21.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
21.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
21.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
20.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
20.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
20.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
20.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
19.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
18.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
17.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
16.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 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.
SRP68 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.6
Number of samples
486
Samples
Sample
Description
TPM
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
257.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
72.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
58.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
56.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
53.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
52.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
48.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
47.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
47.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
47.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
46.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
45.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
44.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
44.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
43.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
43.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
43.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
42.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
42.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
42.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
42.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
42.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
41.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
41.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
41.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
41.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
41.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
40.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
40.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
40.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
40.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
40.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
39.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
39.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
39.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
39.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
39.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
39.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
39.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
39.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
38.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
38.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
38.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
38.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
38.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
38.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
38.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
38.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
38.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
38.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
38.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
38.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
38.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
37.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
37.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
37.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
37.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
37.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
37.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
37.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
37.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
37.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
37.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
37.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
37.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
37.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
37.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
36.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
36.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
36.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
36.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
36.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
36.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
36.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
36.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
36.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
36.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
36.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
36.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
36.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
35.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
35.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
35.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
35.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
35.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
35.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
35.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
35.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
35.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
34.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
34.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
34.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
34.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
34.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
34.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
34.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
34.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
34.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
33.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
33.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
33.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
33.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
33.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
33.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
33.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
33.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
33.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
33.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
33.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
32.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
32.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
32.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
32.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
32.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
32.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
32.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
32.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
32.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
32.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
31.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
31.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
31.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
31.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
31.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
31.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
31.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
31.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
31.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
31.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
31.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
31.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
30.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
30.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
30.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
30.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
30.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
30.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
30.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
29.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
29.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
29.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
29.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
29.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
29.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
29.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
29.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
28.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
28.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
28.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
27.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
18.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 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.
SRP68 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
30.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
73.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
59.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
54.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
45.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
43.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
42.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
42.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
42.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
41.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
39.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
38.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
38.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
38.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
37.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
37.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
36.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
36.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
36.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
36.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
36.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
35.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
35.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
35.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
35.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
34.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
34.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
34.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
34.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
33.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
33.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
33.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
32.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
32.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
32.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
32.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
31.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
31.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
31.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
30.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
30.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
30.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
30.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
30.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
30.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
30.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
29.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
29.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
29.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
29.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
29.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
29.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
28.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
28.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
28.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
28.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
28.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
27.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
27.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
27.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
26.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
26.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
25.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
25.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
24.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
24.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
24.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
23.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
22.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
22.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
18.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
18.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
10.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.2
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.
SRP68 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
25.1
Number of samples
207
Samples
Sample
Description
TPM
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
80.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
41.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
41.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
40.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
40.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
37.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
37.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
36.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
36.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
36.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
34.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
34.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
34.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
34.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
34.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
34.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
33.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
33.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
33.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
33.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
33.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
32.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
32.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
32.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
32.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
32.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
32.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
31.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
31.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
31.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
31.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
31.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
31.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
30.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
30.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
30.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
28.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
28.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
28.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
27.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
27.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
27.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
25.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
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Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
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Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
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Tumor
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
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Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
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Normal
0.1
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Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
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
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Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
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Normal
0.0
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Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
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Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
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Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
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Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
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Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
