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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.
STRADB 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
14.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
36.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
33.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
33.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
32.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
28.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
28.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
27.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
27.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
26.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
26.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
25.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
25.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
25.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
25.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
25.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
25.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
24.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
24.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
23.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
23.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
23.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
22.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
22.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
22.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
20.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
20.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
19.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
19.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
19.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
18.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
17.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 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.
STRADB 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
12.8
Number of samples
486
Samples
Sample
Description
TPM
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
40.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
32.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
27.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
9.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
8.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
7.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
7.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
7.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
7.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
7.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
7.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
7.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
6.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
6.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
6.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
5.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
5.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
5.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
5.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
5.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
5.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
4.3
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.
STRADB 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
14.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
32.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
29.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
28.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
26.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
25.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
25.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
25.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
24.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
23.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
21.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
STRADB is potential prognostic, high expression is unfavorable 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
12.9
Number of samples
207
Samples
Sample
Description
TPM
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
8.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
6.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
6.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
6.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
6.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
5.8
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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
