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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.
SPINDOC 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
17.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
45.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
43.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
42.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
38.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
34.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
34.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
33.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
33.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
33.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
33.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
32.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
32.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
32.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
31.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
31.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
31.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
30.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
30.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
28.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
28.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
28.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
28.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
28.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
28.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
27.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
27.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
26.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
26.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
26.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
26.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
25.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
25.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
25.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
25.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
24.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
24.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
24.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
24.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
24.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
24.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
24.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
24.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
24.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
23.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
23.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
23.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
23.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
23.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
22.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
22.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
22.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
22.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
21.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
20.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
20.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
19.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
18.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
18.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
SPINDOC 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
17.8
Number of samples
486
Samples
Sample
Description
TPM
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
51.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
48.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
45.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
40.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
40.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
39.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
39.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
37.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
37.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
36.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
36.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
35.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
33.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
32.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
30.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
30.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
28.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
28.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
28.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
25.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
23.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
6.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
6.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
5.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SPINDOC 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
17.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
32.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
31.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
30.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
28.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
28.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
27.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
27.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
26.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
26.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
26.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
25.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
24.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
23.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
22.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
21.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
19.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
17.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
SPINDOC is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.6
Number of samples
207
Samples
Sample
Description
TPM
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
54.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
44.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
43.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
37.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
36.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
35.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
33.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
31.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
30.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
29.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
28.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
28.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
7.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.3
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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
