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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NEURL1B is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
39.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
27.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
25.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
24.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
20.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
19.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
NEURL1B 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
15.5
Number of samples
486
Samples
Sample
Description
TPM
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
47.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
46.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
43.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
43.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
42.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
41.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
39.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
38.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
38.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
36.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
36.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
33.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
33.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
32.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
32.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
30.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
7.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
7.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
7.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
7.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
7.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
6.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
6.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
6.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
6.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
6.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
6.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
6.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
5.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
5.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
5.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
5.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
5.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
5.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
4.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
4.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
4.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
4.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
4.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
3.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
3.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
3.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
3.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
3.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
3.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
3.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
2.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
2.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
2.6
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.
NEURL1B 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
11.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
24.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
24.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
22.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
21.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 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.
NEURL1B 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
16.3
Number of samples
207
Samples
Sample
Description
TPM
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
39.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
34.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
32.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
31.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
28.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
27.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
6.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
5.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
4.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
4.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
3.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
