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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.
TPRA1 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
21.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
41.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
38.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
36.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
34.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
34.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
32.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
32.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
30.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
30.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
30.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
29.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
29.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
29.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
28.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
28.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
27.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
27.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
27.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
27.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
27.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
27.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
27.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
27.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
27.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
27.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
27.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
27.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
27.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
27.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
26.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
26.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
26.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
26.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
26.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
26.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
26.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
26.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
26.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
25.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
25.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
25.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
25.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
25.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
25.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
25.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
25.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
25.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
24.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
24.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
24.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
24.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
24.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
24.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
24.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
24.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
24.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
24.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
23.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
23.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
23.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
23.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
23.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
23.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
23.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
22.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
22.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
22.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
22.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
22.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
22.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
22.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
22.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
22.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
22.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
22.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
21.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
21.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
21.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
21.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
21.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
21.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
21.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
20.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
19.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
19.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
19.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
19.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
19.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
19.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
18.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
18.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
18.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
17.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
16.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TPRA1 is potential prognostic, high expression is unfavorable 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
20.2
Number of samples
486
Samples
Sample
Description
TPM
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
43.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
31.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
31.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
30.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
30.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
30.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
TPRA1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
36.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
34.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
33.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
33.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
29.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
29.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
28.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
28.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
28.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
28.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
28.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
27.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
27.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
27.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
27.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
26.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
26.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
26.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
26.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
25.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
25.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
25.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
25.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
25.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
24.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
24.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
24.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
24.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
23.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
23.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
22.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
22.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
21.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
21.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
21.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
20.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
20.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
20.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
19.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
18.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
18.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 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.
TPRA1 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
18.8
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
32.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
30.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
18.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.8
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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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
