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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.
SRP54 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
28.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
75.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
64.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
48.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
47.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
46.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
45.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
45.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
43.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
43.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
42.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
42.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
42.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
42.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
41.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
41.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
41.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
40.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
40.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
40.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
40.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
39.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
38.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
38.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
38.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
38.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
38.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
38.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
38.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
38.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
38.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
37.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
37.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
37.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
37.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
37.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
37.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
37.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
36.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
36.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
36.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
36.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
36.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
35.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
35.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
35.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
35.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
35.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
35.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
34.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
34.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
34.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
34.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
34.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
34.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
34.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
33.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
33.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
33.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
33.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
33.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
32.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
32.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
32.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
32.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
32.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
32.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
32.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
32.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
32.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
32.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
31.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
31.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
31.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
31.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
31.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
31.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
31.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
31.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
31.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
30.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
30.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
30.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
30.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
30.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
30.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
30.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
30.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
30.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
30.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
30.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
30.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
29.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
29.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
29.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
29.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
29.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
29.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
29.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
29.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
29.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
29.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
29.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
29.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
28.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
28.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
28.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
28.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
28.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
28.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
28.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
28.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
28.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
28.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
28.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
28.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
28.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
27.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
27.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
27.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
27.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
27.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
27.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
27.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
27.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
27.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
27.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
27.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
26.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
26.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
26.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
26.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
26.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
26.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
26.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
26.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
26.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
26.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
26.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
26.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
25.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
25.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
25.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
25.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
25.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
25.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
25.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
25.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
25.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
25.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
25.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
25.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
25.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
24.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
24.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
24.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
24.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
24.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
24.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
24.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
24.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
24.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
23.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
23.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
23.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
23.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
23.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
23.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
23.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
23.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
23.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
22.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
22.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
22.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
22.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
22.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
22.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
22.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
22.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
22.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
21.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
21.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
21.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
21.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
21.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
20.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
20.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
20.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
20.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
19.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
19.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
19.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
16.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 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.
SRP54 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
29.2
Number of samples
486
Samples
Sample
Description
TPM
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
64.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
58.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
57.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
52.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
51.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
51.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
51.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
51.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
50.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
50.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
50.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
50.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
48.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
45.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
45.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
44.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
44.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
43.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
43.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
43.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
43.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
43.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
43.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
43.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
43.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
43.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
42.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
42.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
42.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
42.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
42.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
42.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
42.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
42.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
41.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
41.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
41.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
41.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
41.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
41.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
41.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
41.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
40.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
40.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
40.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
40.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
40.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
40.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
40.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
39.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
39.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
39.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
39.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
39.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
38.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
38.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
38.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
38.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
38.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
38.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
38.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
37.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
37.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
37.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
37.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
37.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
37.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
37.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
37.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
37.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
37.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
37.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
37.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
37.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
37.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
37.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
36.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
36.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
36.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
36.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
36.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
36.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
36.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
36.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
36.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
36.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
36.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
36.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
36.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
36.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
36.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
35.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
35.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
35.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
35.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
35.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
35.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
35.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
35.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
35.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
35.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
35.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
35.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
35.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
35.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
35.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
35.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
34.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
34.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
34.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
34.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
34.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
34.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
34.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
34.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
34.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
34.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
34.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
34.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
34.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
33.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
33.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
33.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
33.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
33.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
33.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
33.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
33.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
33.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
33.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
33.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
32.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
32.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
32.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
32.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
32.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
32.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
32.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
32.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
32.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
32.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
32.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
32.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
32.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
32.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
32.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
32.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
32.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
32.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
32.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
32.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
32.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
31.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
31.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
31.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
31.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
31.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
31.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
31.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
31.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
30.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
30.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
30.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
30.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
30.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
30.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
30.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
30.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
30.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
30.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
30.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
29.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
29.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
29.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
29.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
29.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
29.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
29.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
29.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
29.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
29.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
28.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
28.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
28.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
28.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
28.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
28.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
28.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
28.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
27.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
27.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
27.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
26.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
26.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
26.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SRP54 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
28.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
50.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
49.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
47.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
42.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
42.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
41.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
41.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
41.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
39.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
39.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
39.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
38.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
38.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
37.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
37.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
37.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
36.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
36.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
35.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
34.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
34.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
34.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
33.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
33.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
31.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
31.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
31.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
30.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
29.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
29.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
29.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
28.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
28.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
28.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
28.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
28.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
28.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
28.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
28.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
28.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
28.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
27.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
27.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
27.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
27.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
27.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
27.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
26.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
26.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
26.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
26.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
26.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
25.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
25.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
25.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
25.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
25.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
25.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
24.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
24.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
24.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
23.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
23.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
23.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
22.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
20.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
20.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
SRP54 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
26.1
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
50.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
50.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
49.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
44.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
42.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
41.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
41.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
41.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
40.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
39.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
39.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
39.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
39.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
38.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
38.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
38.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
38.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
37.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
37.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
35.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
35.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
35.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
35.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
35.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
35.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
34.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
34.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
34.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
33.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
33.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
33.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
33.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
32.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
32.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
32.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
32.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
32.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
32.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
31.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
31.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
31.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
30.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
30.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
30.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
29.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
29.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
29.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
28.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
28.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
27.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
27.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
26.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
26.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.0
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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
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
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Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
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Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
efee6bb9-69dd-46c2-85b3-b55962_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
