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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.
XPR1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
XPR1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.4
Number of samples
486
Samples
Sample
Description
TPM
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
37.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
36.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
35.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
32.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
32.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
31.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
31.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
31.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
31.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
30.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
30.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
29.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
29.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
28.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
24.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
XPR1 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
8.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
XPR1 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
17.1
Number of samples
207
Samples
Sample
Description
TPM
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
42.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
32.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
30.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.8
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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
