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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.
CCRL2 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
23.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
21.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
21.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
CCRL2 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
11.4
Number of samples
486
Samples
Sample
Description
TPM
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
48.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
34.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
34.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
31.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
8.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
8.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
8.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
8.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
8.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
7.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
7.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
7.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
7.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
7.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
7.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
7.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
7.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
7.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
7.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
6.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
6.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
6.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
6.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
6.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
6.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
6.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
6.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
6.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
6.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
6.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
6.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
6.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
6.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
6.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
6.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
5.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
5.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
5.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
5.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
5.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
5.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
5.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
5.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
5.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
5.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
5.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
5.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
5.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
4.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
4.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
4.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
4.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
4.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
4.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
4.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
4.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
4.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
3.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
3.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
3.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
3.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
3.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
2.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CCRL2 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
10.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
28.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
2.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
CCRL2 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
10.7
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
34.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
8.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
7.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
7.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
7.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
6.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
6.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
6.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
6.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
6.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
6.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
6.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
4.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
4.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
4.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
3.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
3.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
