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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.
LPAR5 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
9.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
22.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
19.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
18.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
17.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
3.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
3.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
2.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
1.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 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.
LPAR5 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
13.9
Number of samples
486
Samples
Sample
Description
TPM
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
30.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
27.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
7.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
7.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
7.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
7.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
7.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
7.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
7.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
7.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
7.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
6.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
6.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
6.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
5.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
5.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
5.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
5.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
5.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
5.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
4.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
4.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
4.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
4.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
4.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
4.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
4.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
3.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
3.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
3.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
3.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
2.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
1.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LPAR5 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
9.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
2.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 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.
LPAR5 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
13.5
Number of samples
207
Samples
Sample
Description
TPM
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
36.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
33.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
31.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
8.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
8.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
7.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
5.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
5.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
4.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
3.3
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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
