We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
BTN3A1 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
15.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
79.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
57.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
51.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
51.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
40.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
37.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
36.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
36.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
36.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
34.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
34.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
33.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
33.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
32.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
31.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
31.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
30.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
29.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
29.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
28.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
28.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
28.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
28.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
27.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
27.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
26.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
25.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
24.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
24.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
24.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
24.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
23.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
23.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
23.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
21.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
21.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
20.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
18.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 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.
BTN3A1 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
33.6
Number of samples
486
Samples
Sample
Description
TPM
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
113.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
93.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
89.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
87.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
87.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
87.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
85.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
83.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
80.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
79.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
79.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
79.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
79.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
79.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
76.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
70.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
70.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
69.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
69.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
68.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
66.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
66.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
66.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
66.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
65.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
64.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
64.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
63.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
63.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
62.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
62.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
61.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
61.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
59.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
59.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
59.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
59.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
58.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
58.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
57.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
57.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
56.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
55.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
55.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
55.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
55.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
55.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
54.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
54.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
54.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
53.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
53.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
53.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
52.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
52.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
52.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
52.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
51.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
51.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
50.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
50.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
50.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
50.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
50.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
49.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
48.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
48.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
48.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
48.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
47.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
47.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
47.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
46.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
46.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
46.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
46.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
46.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
46.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
45.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
45.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
45.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
45.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
45.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
45.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
45.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
44.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
44.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
44.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
44.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
44.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
43.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
43.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
43.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
43.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
43.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
43.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
43.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
42.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
42.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
42.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
42.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
42.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
42.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
42.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
42.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
42.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
42.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
41.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
41.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
41.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
41.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
41.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
41.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
41.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
41.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
41.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
41.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
41.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
41.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
40.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
40.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
40.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
40.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
40.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
40.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
39.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
39.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
39.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
39.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
39.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
39.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
39.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
39.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
39.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
38.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
38.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
38.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
38.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
38.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
38.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
38.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
38.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
38.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
38.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
38.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
37.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
37.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
37.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
37.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
37.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
37.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
37.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
36.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
36.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
36.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
36.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
36.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
36.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
36.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
35.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
35.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
35.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
35.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
35.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
35.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
35.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
35.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
35.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
35.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
35.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
35.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
35.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
35.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
35.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
35.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
35.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
35.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
34.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
34.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
34.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
34.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
34.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
34.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
34.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
34.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
34.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
34.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
34.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
34.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
34.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
34.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
34.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
33.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
33.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
33.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
33.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
33.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
33.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
33.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
33.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
33.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
33.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
33.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
33.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
33.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
32.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
32.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
32.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
32.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
32.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
32.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
32.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
32.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
32.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
32.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
32.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
32.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
31.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
31.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
31.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
31.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
31.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
31.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
31.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
31.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
31.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
30.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
30.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
30.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
30.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
30.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
30.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
30.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
30.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
29.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
29.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
29.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
29.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
29.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
29.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
29.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
29.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
28.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
28.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
28.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
28.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
27.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
24.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
24.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
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.
BTN3A1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
52.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
33.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
28.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
25.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
24.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
21.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
BTN3A1 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
28.6
Number of samples
207
Samples
Sample
Description
TPM
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
76.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
68.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
63.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
62.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
57.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
55.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
53.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
53.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
52.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
52.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
51.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
49.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
49.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
48.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
46.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
43.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
43.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
42.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
42.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
41.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
41.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
40.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
40.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
40.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
39.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
39.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
39.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
39.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
38.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
38.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
37.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
37.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
36.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
35.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
35.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
35.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
35.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
35.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
35.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
35.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
35.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
35.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
34.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
34.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
34.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
34.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
34.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
33.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
33.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
33.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
33.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
33.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
33.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
32.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
32.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
32.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
32.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
32.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
32.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
32.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
32.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
31.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
31.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
31.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
31.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
30.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
30.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
30.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
30.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
30.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
30.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
30.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
30.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
30.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
29.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
29.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
28.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
28.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
27.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
27.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
27.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
27.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
27.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.3
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
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
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
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
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
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
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
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
3d797911-d476-436f-9cce-33e20c_D8
Tumor
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
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
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
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
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
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
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
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
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
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
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
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
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
