We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
QRSL1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
32.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
20.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 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.
QRSL1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.4
Number of samples
486
Samples
Sample
Description
TPM
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
9.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
9.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
8.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
8.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
8.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
8.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
7.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
7.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
7.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
7.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
6.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
6.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
6.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
5.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
5.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
5.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
3.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
QRSL1 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
9.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
QRSL1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.3
Number of samples
207
Samples
Sample
Description
TPM
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
18.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
7.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
7.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
6.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
5.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
3.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
3.4
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.7
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.7
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.8
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
