We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SEC14L1 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
17.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
52.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
43.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
39.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
38.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
36.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
33.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
31.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
31.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
31.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
30.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
30.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
29.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
29.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
29.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
27.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
27.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
27.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
26.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
26.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
26.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
26.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
26.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
26.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
26.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
25.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
25.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
25.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
25.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
25.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
24.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
24.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
24.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
24.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
24.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
23.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
22.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
22.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
22.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
22.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
22.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
21.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
21.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
21.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
20.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
19.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
19.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
18.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
17.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
16.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
SEC14L1 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
50.1
Number of samples
486
Samples
Sample
Description
TPM
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
127.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
122.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
116.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
114.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
111.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
104.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
102.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
101.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
101.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
96.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
93.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
89.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
87.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
87.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
87.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
87.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
86.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
86.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
85.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
85.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
84.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
83.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
83.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
82.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
82.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
81.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
80.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
79.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
79.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
77.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
77.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
76.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
76.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
75.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
75.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
75.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
75.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
74.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
74.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
74.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
74.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
74.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
73.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
73.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
73.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
72.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
72.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
72.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
71.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
71.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
70.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
70.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
69.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
69.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
69.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
69.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
69.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
68.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
68.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
68.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
68.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
68.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
68.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
68.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
68.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
67.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
67.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
67.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
66.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
66.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
66.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
66.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
65.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
65.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
65.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
65.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
64.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
64.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
64.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
64.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
64.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
64.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
63.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
63.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
63.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
63.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
63.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
63.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
62.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
62.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
62.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
62.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
62.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
61.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
61.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
61.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
61.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
61.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
61.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
61.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
60.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
60.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
60.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
60.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
60.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
59.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
59.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
59.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
59.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
59.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
59.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
59.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
59.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
59.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
58.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
58.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
58.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
58.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
58.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
58.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
58.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
58.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
57.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
57.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
56.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
56.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
56.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
56.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
56.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
56.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
56.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
56.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
56.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
56.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
55.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
55.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
55.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
55.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
55.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
55.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
55.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
55.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
55.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
54.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
54.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
54.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
54.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
54.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
54.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
54.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
54.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
54.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
54.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
54.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
54.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
54.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
54.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
53.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
53.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
53.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
53.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
53.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
53.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
53.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
53.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
53.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
52.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
52.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
52.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
52.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
52.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
52.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
52.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
52.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
52.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
52.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
52.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
51.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
51.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
51.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
51.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
51.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
51.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
51.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
51.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
51.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
51.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
51.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
51.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
51.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
50.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
50.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
50.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
50.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
50.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
50.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
50.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
50.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
50.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
50.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
50.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
50.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
50.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
50.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
50.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
49.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
49.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
49.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
49.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
49.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
49.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
49.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
49.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
49.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
48.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
48.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
48.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
48.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
48.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
48.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
48.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
48.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
48.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
48.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
48.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
48.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
48.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
48.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
48.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
48.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
47.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
47.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
47.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
47.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
47.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
47.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
47.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
47.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
47.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
47.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
47.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
47.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
47.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
47.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
47.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
47.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
47.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
46.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
46.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
46.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
46.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
46.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
46.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
46.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
46.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
46.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
46.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
46.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
46.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
46.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
46.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
45.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
45.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
45.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
45.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
45.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
45.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
45.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
45.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
45.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
45.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
45.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
45.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
45.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
44.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
44.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
44.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
44.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
44.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
44.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
44.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
44.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
44.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
44.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
44.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
44.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
44.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
44.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
44.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
44.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
44.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
43.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
43.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
43.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
43.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
43.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
43.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
43.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
43.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
43.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
43.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
43.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
43.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
42.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
42.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
42.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
42.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
42.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
42.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
42.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
42.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
42.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
42.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
42.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
42.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
42.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
42.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
42.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
42.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
42.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
42.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
41.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
41.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
41.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
41.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
41.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
41.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
41.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
41.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
41.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
41.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
41.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
41.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
41.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
41.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
41.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
41.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
41.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
41.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
41.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
40.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
40.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
40.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
40.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
40.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
40.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
40.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
40.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
40.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
40.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
40.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
40.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
40.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
40.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
40.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
40.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
40.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
39.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
39.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
39.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
39.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
39.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
39.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
39.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
39.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
39.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
39.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
39.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
39.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
39.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
39.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
39.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
38.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
38.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
38.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
38.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
38.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
38.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
38.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
38.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
38.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
38.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
38.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
38.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
38.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
38.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
38.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
38.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
37.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
37.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
37.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
37.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
37.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
37.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
37.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
37.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
37.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
37.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
37.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
36.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
36.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
36.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
36.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
36.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
36.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
36.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
36.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
36.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
36.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
36.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
36.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
35.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
35.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
35.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
35.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
35.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
35.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
35.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
35.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
35.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
35.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
34.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
34.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
34.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
34.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
34.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
34.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
34.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
33.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
33.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
33.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
33.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
32.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
32.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
32.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
32.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
32.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
32.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
31.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
31.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
31.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
31.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
31.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
31.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
30.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
30.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
30.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
29.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
29.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
28.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
28.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
27.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
27.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
19.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.0
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.
SEC14L1 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
18.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
40.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
37.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
30.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
29.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
28.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
27.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
26.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
25.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
25.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
24.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
24.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
23.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
22.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
21.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
21.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
21.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SEC14L1 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
51.5
Number of samples
207
Samples
Sample
Description
TPM
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
111.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
110.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
110.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
105.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
99.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
89.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
89.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
88.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
87.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
84.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
84.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
80.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
79.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
79.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
77.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
76.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
76.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
75.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
74.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
74.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
74.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
73.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
73.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
72.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
70.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
70.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
69.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
69.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
69.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
69.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
68.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
68.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
67.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
67.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
66.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
65.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
65.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
64.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
64.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
64.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
64.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
64.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
63.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
63.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
63.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
63.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
62.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
62.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
62.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
62.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
62.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
61.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
61.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
61.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
61.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
61.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
60.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
60.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
59.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
59.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
59.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
58.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
58.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
57.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
57.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
57.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
57.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
56.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
56.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
55.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
55.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
54.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
54.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
54.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
54.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
54.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
54.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
53.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
53.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
52.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
52.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
52.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
52.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
51.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
51.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
51.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
51.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
51.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
51.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
51.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
50.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
50.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
50.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
50.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
50.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
49.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
49.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
49.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
49.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
48.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
48.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
48.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
48.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
48.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
47.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
47.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
47.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
47.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
47.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
47.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
47.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
47.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
46.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
46.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
46.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
45.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
45.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
45.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
45.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
45.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
45.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
45.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
45.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
44.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
44.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
44.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
44.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
44.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
43.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
43.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
43.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
43.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
43.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
43.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
42.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
42.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
42.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
41.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
41.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
41.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
41.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
41.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
41.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
41.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
41.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
40.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
40.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
40.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
40.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
39.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
39.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
39.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
39.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
39.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
39.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
39.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
38.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
38.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
38.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
38.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
38.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
37.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
37.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
37.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
37.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
37.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
37.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
37.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
37.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
37.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
37.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
36.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
36.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
36.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
35.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
35.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
35.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
34.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
34.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
34.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
34.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
34.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
34.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
33.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
33.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
33.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
32.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
32.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
32.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
31.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
31.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
31.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
31.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
31.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
31.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
29.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
28.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
27.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
26.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.1
Show allShow less
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
