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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.
SH3BP5L 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
12.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
29.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
23.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
22.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
21.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
17.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SH3BP5L 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
12.1
Number of samples
486
Samples
Sample
Description
TPM
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
8.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
6.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
6.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
6.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
SH3BP5L 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
12.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
SH3BP5L 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
11.2
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
411d9597-c785-4de5-b449-29a80d_D2
Normal
2.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
1.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
1.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.9
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.9
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.9
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.7
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.7
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.7
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.6
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.6
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.7
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.8
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.8
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.8
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.9
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.9
b2400046-1d25-429d-a821-6040a6
Tumor
-0.9
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-1.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-1.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-1.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-1.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-1.6
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-1.6
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-1.7
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-1.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-1.8
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-1.9
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-1.9
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-2.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-2.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-2.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-2.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
