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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
BTN3A3 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
8.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
46.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
32.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
30.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
28.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
24.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
23.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
22.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 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.
BTN3A3 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.8
Number of samples
486
Samples
Sample
Description
TPM
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
45.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
37.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
36.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
36.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
34.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
33.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
29.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
10.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
8.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
8.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
7.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
7.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
7.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
7.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
7.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
6.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
6.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
6.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
6.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
6.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
6.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
6.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
5.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
5.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
5.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
5.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
5.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
5.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
5.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
5.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
5.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
5.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
5.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
5.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
5.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
5.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
5.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
4.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
4.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
4.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
4.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
4.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
4.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
4.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
4.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
4.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
4.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
4.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
4.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
4.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
3.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
3.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
3.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
3.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
3.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
3.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
3.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
3.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
3.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
2.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
2.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
1.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
BTN3A3 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
7.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
28.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.9
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.
BTN3A3 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
10.9
Number of samples
207
Samples
Sample
Description
TPM
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
8.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
7.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
7.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
6.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
6.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
6.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
6.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
5.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
5.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
5.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
5.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
4.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
4.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
4.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
4.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
4.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
4.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
3.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
3.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
2.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
2.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
2.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
2.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
1.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.9
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.8
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.7
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.7
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.7
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.7
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.7
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.6
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.6
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.6
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.7
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.7
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.8
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.8
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.8
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.8
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-1.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
