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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.
SYT7 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
18.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
81.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
71.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
63.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
62.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
55.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
53.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
49.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
49.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
49.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
48.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
47.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
46.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
44.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
42.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
42.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
41.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
40.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
40.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
39.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
38.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
38.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
38.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
37.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
37.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
37.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
37.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
36.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
36.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
36.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
36.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
36.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
35.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
35.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
35.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
35.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
34.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
33.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
33.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
33.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
33.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
32.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
31.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
31.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
31.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
30.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
30.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
30.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
29.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
29.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
29.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
29.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
28.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
28.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
28.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
28.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
27.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
27.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
27.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
27.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
27.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
27.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
27.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
26.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
26.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
26.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
25.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
25.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
24.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
24.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
23.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
22.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
22.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
22.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
22.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
21.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
20.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
18.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
1.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 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.
SYT7 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
22.3
Number of samples
486
Samples
Sample
Description
TPM
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
88.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
72.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
69.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
68.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
68.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
64.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
64.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
62.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
62.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
61.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
61.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
60.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
60.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
60.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
60.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
59.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
59.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
58.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
58.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
58.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
57.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
55.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
54.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
53.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
52.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
52.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
52.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
51.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
51.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
50.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
50.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
49.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
48.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
47.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
47.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
47.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
47.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
47.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
46.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
46.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
46.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
46.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
46.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
45.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
44.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
44.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
44.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
44.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
44.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
44.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
44.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
43.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
43.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
43.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
43.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
43.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
43.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
42.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
42.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
42.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
41.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
41.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
41.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
41.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
41.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
40.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
40.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
40.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
39.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
39.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
39.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
39.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
39.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
38.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
38.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
38.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
38.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
38.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
37.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
37.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
37.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
37.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
37.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
37.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
37.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
37.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
36.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
36.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
36.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
35.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
35.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
35.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
35.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
34.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
34.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
34.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
34.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
34.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
34.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
34.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
34.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
34.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
34.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
33.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
33.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
33.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
33.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
33.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
32.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
31.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
31.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
31.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
31.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
31.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
31.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
30.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
30.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
30.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
30.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
29.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
29.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
27.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
27.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
26.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
26.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
25.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
25.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
8.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
7.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
7.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
6.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
6.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
6.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
6.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
6.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
6.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
6.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
6.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
6.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
6.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
6.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
6.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
6.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
6.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
6.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
6.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
5.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
5.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
5.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
5.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
5.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
5.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
5.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
5.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
5.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
5.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
5.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
5.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
4.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
4.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
4.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
4.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
4.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
4.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
4.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
4.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
4.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
4.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
4.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
4.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
4.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
4.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
4.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
4.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
3.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
3.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
3.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
3.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
3.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
3.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
3.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
3.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
3.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
3.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
2.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
2.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
2.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
2.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
2.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
2.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
2.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
2.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
2.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
2.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
2.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
2.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
2.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
2.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
2.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
2.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
1.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
1.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
1.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
1.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
1.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
1.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
1.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
1.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
1.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
0.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
0.7
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.
SYT7 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
22.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
71.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
71.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
54.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
53.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
52.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
42.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
42.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
41.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
40.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
40.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
39.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
38.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
37.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
37.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
36.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
33.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
33.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
32.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
31.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
31.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
30.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
30.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
29.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
29.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
29.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
29.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
28.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
28.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
28.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
28.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
27.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
26.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
25.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
22.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
17.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
14.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 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.
SYT7 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
27.4
Number of samples
207
Samples
Sample
Description
TPM
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
108.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
89.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
75.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
70.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
69.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
66.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
65.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
63.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
61.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
60.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
58.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
57.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
54.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
54.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
51.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
50.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
50.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
50.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
49.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
48.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
48.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
47.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
47.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
47.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
46.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
45.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
45.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
45.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
45.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
43.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
43.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
42.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
42.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
42.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
42.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
41.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
41.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
41.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
41.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
40.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
40.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
39.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
39.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
39.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
39.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
39.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
39.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
39.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
38.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
37.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
36.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
36.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
36.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
35.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
35.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
35.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
35.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
35.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
34.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
34.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
34.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
34.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
34.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
33.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
32.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
32.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
32.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
32.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
31.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
31.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
30.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
30.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
29.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
29.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
29.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
28.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
24.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
6.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
6.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
5.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
4.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
4.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
4.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
3.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
2.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
2.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
2.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
1.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
1.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.9
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.9
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.8
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.8
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.8
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.8
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.7
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.6
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.7
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.7
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.8
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-1.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-1.3
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
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
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
0784c7b3-e6a4-42a8-9288-eb4ba0_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
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
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_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
82157a70-12f1-4913-b548-d98881_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
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
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
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
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
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
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
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
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
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
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
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_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
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
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_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
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
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
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
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
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
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
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
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
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_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
dffcac99-9eac-4717-aeb6-f4a2e7_D8
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
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
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
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
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
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
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
