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.
USP6NL 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
9.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
33.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
31.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
27.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
26.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 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.
USP6NL 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
20.4
Number of samples
486
Samples
Sample
Description
TPM
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
71.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
58.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
54.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
49.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
48.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
45.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
43.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
41.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
41.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
40.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
37.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
37.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
37.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
36.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
36.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
35.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
35.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
34.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
34.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
34.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
33.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
33.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
33.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
32.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
32.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
32.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
32.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
31.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
31.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
31.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
31.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
30.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
29.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
29.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
29.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
28.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
26.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
18.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
USP6NL is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
USP6NL 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
21.0
Number of samples
207
Samples
Sample
Description
TPM
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
53.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
48.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
43.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
39.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
39.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
38.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
36.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
36.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
35.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
35.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
35.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
33.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
33.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
33.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
31.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
31.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
29.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
28.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.6
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
2.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
1.7
82157a70-12f1-4913-b548-d98881_D2
Normal
0.8
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.6
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.6
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.6
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.6
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.7
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.7
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.7
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.8
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.8
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.8
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-1.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-2.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
