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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.
RECQL 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
11.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
57.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
47.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
37.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
36.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
36.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
36.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
30.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
28.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
22.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 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.
RECQL 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
22.9
Number of samples
486
Samples
Sample
Description
TPM
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
81.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
52.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
51.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
47.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
45.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
41.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
41.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
41.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
40.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
39.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
39.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
38.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
38.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
38.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
38.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
37.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
37.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
37.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
37.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
37.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
36.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
36.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
35.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
35.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
35.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
35.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
34.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
34.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
34.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
34.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
34.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
34.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
34.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
33.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
33.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
33.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
33.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
32.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
32.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
32.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
32.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
32.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
32.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
31.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
31.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
31.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
31.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
31.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
31.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
31.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
31.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
30.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
30.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
30.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
29.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
29.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
29.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
29.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
28.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
27.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
26.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
25.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.4
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.
RECQL 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
12.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
36.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
31.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
27.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
26.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RECQL 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
20.8
Number of samples
207
Samples
Sample
Description
TPM
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
49.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
39.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
38.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
38.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
35.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
35.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
35.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
35.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
33.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
33.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
33.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
32.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
32.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
31.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
31.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
31.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
29.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
28.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.8
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.8
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.7
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.7
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.7
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.7
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.6
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.5
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.7
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
