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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.
GPR89A 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
7.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
30.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
21.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
GPR89A 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
13.2
Number of samples
486
Samples
Sample
Description
TPM
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
39.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
31.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
29.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
25.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
7.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
7.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
7.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
7.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
7.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
6.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
6.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
6.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
6.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
6.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
6.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
5.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
5.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
5.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
5.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
5.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
5.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
5.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
5.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
4.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
4.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
4.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
4.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
4.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
4.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
3.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
3.7
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.
GPR89A is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GPR89A 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
13.2
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
33.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
8.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
5.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
5.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
4.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.9
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.8
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.8
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.5
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.7
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-1.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-1.2
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
