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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.
SYT13 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
9.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
90.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
48.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
47.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
45.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
42.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
42.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
41.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
41.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
39.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
39.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
38.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
34.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
30.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
29.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
28.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
27.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
27.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
26.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
25.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
23.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
23.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
23.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
20.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
15.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
2.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
2.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
1.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
1.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
1.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
1.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
0.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
0.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
0.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
0.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
0.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
SYT13 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
16.4
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
281.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
119.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
103.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
102.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
94.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
92.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
89.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
87.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
81.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
78.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
78.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
68.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
68.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
63.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
62.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
57.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
55.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
51.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
50.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
49.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
49.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
49.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
48.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
47.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
46.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
46.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
45.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
44.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
43.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
43.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
43.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
42.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
41.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
40.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
40.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
39.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
38.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
38.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
37.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
37.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
37.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
36.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
36.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
36.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
35.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
34.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
33.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
33.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
33.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
32.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
32.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
32.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
32.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
32.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
31.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
30.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
30.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
30.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
30.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
27.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
26.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
25.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
8.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
7.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
7.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
7.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
7.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
7.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
7.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
7.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
7.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
7.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
7.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
6.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
6.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
6.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
6.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
6.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
6.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
6.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
6.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
5.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
5.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
5.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
5.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
5.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
5.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
5.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
5.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
5.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
5.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
5.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
5.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
5.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
5.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
5.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
5.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
5.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
5.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
4.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
4.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
4.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
4.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
4.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
4.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
4.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
4.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
4.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
4.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
4.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
4.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
4.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
4.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
4.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
4.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
4.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
4.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
4.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
4.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
4.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
4.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
4.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
4.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
4.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
3.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
3.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
3.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
3.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
3.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
3.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
3.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
3.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
3.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
3.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
3.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
3.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
3.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
3.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
3.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
3.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
3.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
3.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
3.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
3.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
3.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
3.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
3.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
3.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
3.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
3.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
2.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
2.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
2.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
2.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
2.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
2.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
2.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
2.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
2.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
2.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
2.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
2.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
2.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
2.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
2.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
2.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
2.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
2.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
2.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
2.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
2.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
2.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
2.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
1.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
1.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
1.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
1.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
1.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
1.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
1.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
1.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
1.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
1.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
1.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
1.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
1.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
1.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
1.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
1.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
1.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
1.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
1.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
1.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
1.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
1.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
1.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
1.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
1.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
0.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
0.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
0.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
0.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
0.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
0.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
0.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
0.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
0.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
0.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
0.3
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.
SYT13 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
7.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
35.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
35.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
28.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
22.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
3.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
3.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
2.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
2.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
0.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
0.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
0.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
SYT13 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
11.4
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
38.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
37.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
35.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
35.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
34.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
33.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
33.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
33.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
31.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
31.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
30.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
7.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
7.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
7.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
7.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
6.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
6.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
6.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
6.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
6.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
6.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
6.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
6.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
6.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
5.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
5.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
5.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
5.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
5.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
5.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
5.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
4.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
4.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
4.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
4.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
3.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
3.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
3.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
3.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
3.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
3.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
3.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
3.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
3.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
3.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
3.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
3.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
3.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
3.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
3.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
3.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
2.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
2.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
2.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
2.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
2.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
2.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
2.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
1.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
1.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
1.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
1.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
1.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
1.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
1.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
0.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
0.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
0.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
0.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
0.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
0.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
0.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
0.2
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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
