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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.
SPAST 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
7.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
SPAST 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
13.8
Number of samples
486
Samples
Sample
Description
TPM
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
28.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
8.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
7.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
7.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
5.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
5.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
SPAST 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
8.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.8
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.
SPAST 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
13.0
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
33.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.7
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.9
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
