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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.
VSIG10 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
11.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
33.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
29.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
28.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 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.
VSIG10 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
16.7
Number of samples
486
Samples
Sample
Description
TPM
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
57.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
43.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
42.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
41.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
34.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
33.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
32.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
31.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
31.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
29.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
28.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
8.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
7.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
6.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
6.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
6.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
5.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
5.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
5.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
4.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
4.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
VSIG10 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
11.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
VSIG10 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
16.4
Number of samples
207
Samples
Sample
Description
TPM
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
39.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
32.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
29.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
