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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.
BTN2A1 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
10.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
30.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
22.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 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.
BTN2A1 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
11.3
Number of samples
486
Samples
Sample
Description
TPM
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
38.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
9.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
8.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
8.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
8.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
8.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
8.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
8.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
8.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
7.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
7.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
7.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
7.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
7.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
7.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
7.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
7.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
7.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
6.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
6.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
6.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
6.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
6.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
6.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
6.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
6.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
5.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
5.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
5.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
5.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
5.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
5.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
4.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
4.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
4.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
4.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
3.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
3.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
3.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
3.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
2.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
1.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
1.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
BTN2A1 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
10.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.2
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.
BTN2A1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.8
Number of samples
207
Samples
Sample
Description
TPM
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
7.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
7.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
7.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
6.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
5.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
2.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.7
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
1.6
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
1.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
1.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.6
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.5
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.6
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.7
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.7
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.8
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.8
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.8
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.8
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.9
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.9
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-1.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-1.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-1.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-1.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-1.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-1.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-1.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-1.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-1.6
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-1.8
82157a70-12f1-4913-b548-d98881_D2
Normal
-1.8
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-1.8
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-1.8
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-2.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-2.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-2.8
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
