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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.
SH3BP1 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
16.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
53.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
48.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
43.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
36.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
35.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
35.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
34.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
33.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
33.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
32.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
31.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
31.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
30.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
28.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
28.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
28.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
28.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
27.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
27.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
27.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
27.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
27.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
27.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
27.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
26.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
26.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
26.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
25.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
25.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
25.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
25.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
25.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
24.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
24.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
24.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
24.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
24.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
24.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
23.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
23.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
22.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
22.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
22.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
21.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
21.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
21.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
21.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
20.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
19.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
15.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
3.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.5
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.
SH3BP1 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
15.8
Number of samples
486
Samples
Sample
Description
TPM
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
48.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
33.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
32.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
32.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
32.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
30.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
29.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
28.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
27.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
10.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
7.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
7.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
7.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
6.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
6.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
6.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
4.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
4.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
4.0
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.
SH3BP1 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
14.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
32.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
29.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
28.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
27.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
26.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
25.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
25.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
24.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
24.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
23.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
23.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
23.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
22.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
21.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
19.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
17.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
SH3BP1 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
13.6
Number of samples
207
Samples
Sample
Description
TPM
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
34.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
8.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
8.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
7.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
4.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.7
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.6
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.6
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.6
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.1
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
