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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.
SNX17 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
16.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
31.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
29.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
26.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
26.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
25.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
25.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
24.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
23.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
21.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
21.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
21.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
21.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
19.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
18.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
18.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
17.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
16.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
16.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
15.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
15.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
SNX17 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
23.4
Number of samples
486
Samples
Sample
Description
TPM
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
43.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
38.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
37.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
37.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
37.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
36.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
36.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
35.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
35.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
35.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
34.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
34.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
33.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
33.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
32.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
32.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
32.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
32.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
32.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
32.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
31.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
31.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
31.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
30.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
30.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
30.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
29.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
29.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
28.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
28.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
28.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
28.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
27.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
27.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
27.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
27.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
27.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
26.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
26.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.0
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.
SNX17 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
15.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
29.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
25.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
23.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
21.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
19.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
18.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
7.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
SNX17 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
20.5
Number of samples
207
Samples
Sample
Description
TPM
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
37.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
37.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
36.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
31.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
27.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
25.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
25.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
25.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
1.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
1.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.9
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.9
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.8
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.8
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.8
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.7
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.7
b2400046-1d25-429d-a821-6040a6
Tumor
0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.7
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.7
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.6
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.6
41a04113-2061-4923-bca5-da586c_D2
Normal
0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.6
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.6
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.9
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-1.0
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
