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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ITSN1 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
7.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
ITSN1 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
18.0
Number of samples
486
Samples
Sample
Description
TPM
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
40.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
31.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
29.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
6.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ITSN1 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
7.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.6
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.
ITSN1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.5
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
34.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
33.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
32.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
31.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
25.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
20.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.9
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.8
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.8
b2400046-1d25-429d-a821-6040a6
Tumor
0.7
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.7
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.6
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.7
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
