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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.
SLC10A7 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
4.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
3.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC10A7 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.0
Number of samples
486
Samples
Sample
Description
TPM
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
37.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
32.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
29.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
27.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
7.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
7.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
SLC10A7 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
4.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.3
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.
SLC10A7 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
13.8
Number of samples
207
Samples
Sample
Description
TPM
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
32.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
6.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
