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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.
HS1BP3 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
22.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
55.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
47.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
46.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
44.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
41.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
40.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
40.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
39.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
39.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
39.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
38.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
38.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
38.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
37.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
37.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
37.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
36.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
36.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
35.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
35.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
35.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
34.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
34.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
33.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
33.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
33.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
33.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
32.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
32.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
32.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
32.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
32.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
31.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
31.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
31.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
31.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
31.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
30.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
30.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
30.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
30.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
29.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
29.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
29.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
28.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
28.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
28.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
28.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
28.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
28.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
28.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
27.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
27.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
27.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
27.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
27.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
27.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
27.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
26.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
26.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
26.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
26.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
26.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
26.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
26.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
26.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
26.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
25.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
25.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
25.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
24.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
24.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
24.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
24.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
24.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
24.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
24.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
24.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
23.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
23.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
23.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
23.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
22.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
22.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
22.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
22.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
21.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
21.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
21.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
20.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
20.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
20.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
20.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
20.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
17.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
15.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
15.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 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.
HS1BP3 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
21.9
Number of samples
486
Samples
Sample
Description
TPM
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
46.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
43.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
41.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
40.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
39.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
38.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
38.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
37.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
37.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
35.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
34.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
34.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
34.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
34.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
33.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
33.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
32.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
32.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
32.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
32.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
32.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
31.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
31.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
31.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
31.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
31.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
31.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
30.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
30.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
30.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
30.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
30.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
30.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
30.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
30.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
30.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
30.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
29.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
28.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
27.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
27.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
27.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
27.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
27.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
27.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
26.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
HS1BP3 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
21.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
39.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
38.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
38.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
35.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
33.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
30.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
29.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
29.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
29.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
29.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
28.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
28.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
28.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
28.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
28.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
26.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
26.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
26.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
26.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
26.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
25.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
25.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
25.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
25.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
25.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
25.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
24.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
24.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
24.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
24.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
23.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
21.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
21.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
21.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
21.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
20.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
19.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
18.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HS1BP3 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
21.4
Number of samples
207
Samples
Sample
Description
TPM
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
45.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
43.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
42.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
40.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
39.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
37.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
35.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
35.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
34.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
33.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
33.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
32.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
32.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
31.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
31.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
31.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
30.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
28.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
28.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
27.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
27.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.9
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.6
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.6
b2400046-1d25-429d-a821-6040a6
Tumor
-0.7
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
