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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.
BTG1 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
5.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 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.
BTG1 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
22.9
Number of samples
486
Samples
Sample
Description
TPM
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
73.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
63.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
61.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
55.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
54.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
52.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
48.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
47.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
45.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
43.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
43.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
43.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
42.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
42.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
41.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
40.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
39.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
39.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
39.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
39.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
38.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
38.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
37.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
37.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
37.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
37.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
36.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
36.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
36.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
36.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
35.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
35.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
35.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
34.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
34.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
34.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
34.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
33.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
33.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
33.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
33.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
33.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
33.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
33.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
33.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
32.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
32.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
32.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
32.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
32.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
32.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
31.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
31.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
31.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
31.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
31.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
31.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
30.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
30.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
28.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
27.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
27.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
26.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
26.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
BTG1 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
4.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.9
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
2.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.7
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.
BTG1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.8
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
63.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
46.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
45.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
40.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
39.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
39.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
36.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
33.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
33.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
32.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
32.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
31.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
31.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
31.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
30.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
30.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
29.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
29.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
29.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
27.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
27.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
26.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
26.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
26.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
25.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
23.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
