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.
ERC1 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
6.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
32.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 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.
ERC1 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
21.2
Number of samples
486
Samples
Sample
Description
TPM
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
102.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
97.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
75.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
74.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
64.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
63.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
57.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
48.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
42.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
42.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
42.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
41.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
41.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
41.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
39.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
38.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
38.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
38.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
36.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
36.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
35.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
33.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
32.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
31.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
30.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
30.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
29.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
29.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
29.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
28.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
26.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
26.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
18.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
ERC1 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
6.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
36.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
35.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
25.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.7
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.
ERC1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.8
Number of samples
207
Samples
Sample
Description
TPM
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
151.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
122.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
87.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
57.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
53.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
43.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
42.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
40.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
38.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
36.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
36.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
35.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
31.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
28.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
27.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
18.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.5
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.9
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.9
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.8
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.8
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.8
1c070992-647b-4173-a481-904c4d_D2
Normal
0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.7
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.5
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
