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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.
RECQL5 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
10.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
23.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
RECQL5 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.1
Number of samples
486
Samples
Sample
Description
TPM
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
37.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
36.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
34.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
33.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
32.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
32.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
32.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
31.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
31.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
30.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
30.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
30.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
30.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
30.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
29.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
29.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
29.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
28.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
28.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
27.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
27.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
24.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RECQL5 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
18.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RECQL5 is potential prognostic, high expression is favorable 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
19.6
Number of samples
207
Samples
Sample
Description
TPM
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
38.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
33.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
30.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
30.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
30.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
29.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
24.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
24.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
23.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
6.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
1.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
1.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
1.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.8
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.6
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.6
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.7
b2400046-1d25-429d-a821-6040a6
Tumor
-0.7
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.9
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
