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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.
VAV3 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
29.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
147.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
138.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
135.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
133.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
123.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
105.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
104.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
102.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
96.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
95.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
92.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
91.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
89.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
83.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
82.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
81.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
79.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
79.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
78.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
78.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
77.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
77.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
74.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
73.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
71.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
71.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
68.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
64.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
63.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
63.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
61.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
61.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
60.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
59.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
59.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
57.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
57.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
54.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
54.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
52.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
52.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
51.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
51.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
51.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
51.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
50.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
49.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
48.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
47.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
47.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
47.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
46.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
45.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
44.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
44.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
44.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
44.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
43.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
43.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
42.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
41.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
40.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
39.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
39.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
38.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
38.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
37.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
37.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
36.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
36.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
36.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
35.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
34.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
34.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
34.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
34.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
34.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
34.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
32.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
32.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
32.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
32.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
31.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
31.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
31.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
31.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
30.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
30.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
29.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
29.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
29.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
28.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
28.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
28.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
28.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
28.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
28.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
27.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
26.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
26.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
26.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
26.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
26.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
25.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
25.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
25.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
25.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
25.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
25.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
25.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
25.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
24.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
24.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
23.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
22.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
22.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
22.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
22.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
20.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
20.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
20.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
3.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
3.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
1.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
1.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
1.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
1.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
1.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
0.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
VAV3 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
24.7
Number of samples
486
Samples
Sample
Description
TPM
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
131.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
114.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
103.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
101.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
96.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
93.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
90.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
89.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
89.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
88.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
82.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
82.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
77.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
74.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
73.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
70.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
69.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
67.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
66.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
63.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
63.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
62.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
61.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
61.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
60.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
60.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
59.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
59.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
58.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
58.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
57.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
57.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
57.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
56.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
56.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
55.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
55.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
53.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
52.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
52.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
51.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
51.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
50.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
50.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
49.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
49.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
49.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
48.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
48.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
48.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
48.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
48.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
47.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
47.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
47.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
46.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
46.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
46.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
46.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
45.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
45.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
45.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
45.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
45.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
45.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
45.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
44.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
44.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
44.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
44.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
43.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
42.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
42.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
42.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
42.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
41.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
41.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
41.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
40.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
40.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
39.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
39.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
39.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
39.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
38.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
38.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
38.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
38.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
37.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
37.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
37.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
37.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
36.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
36.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
36.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
36.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
36.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
36.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
36.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
35.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
35.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
35.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
35.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
35.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
35.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
35.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
35.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
35.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
35.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
35.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
34.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
34.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
34.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
34.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
34.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
34.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
34.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
34.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
33.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
33.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
33.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
33.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
33.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
33.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
32.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
32.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
32.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
32.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
32.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
32.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
31.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
31.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
31.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
31.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
31.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
31.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
31.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
31.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
31.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
30.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
30.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
30.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
30.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
29.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
29.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
29.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
29.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
28.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
28.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
28.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
26.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
25.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
7.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
7.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
7.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
7.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
7.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
6.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
6.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
6.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
6.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
6.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
6.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
6.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
6.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
5.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
5.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
5.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
5.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
5.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
5.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
5.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
5.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
5.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
5.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
5.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
5.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
5.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
4.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
4.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
4.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
4.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
4.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
4.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
4.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
4.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
4.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
4.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
4.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
4.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
4.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
3.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
3.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
3.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
3.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
3.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
3.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
3.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
3.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
3.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
3.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
3.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
3.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
3.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
2.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
2.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
2.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
2.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
2.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
2.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
2.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
2.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
2.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
2.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
2.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
2.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
2.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
2.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
2.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
2.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
2.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
2.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
2.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
1.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
1.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
1.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
1.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
1.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
1.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
1.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
1.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
1.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
1.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
1.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 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.
VAV3 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
34.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
119.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
112.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
83.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
77.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
76.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
76.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
73.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
72.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
70.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
66.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
63.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
59.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
57.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
54.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
50.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
49.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
47.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
47.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
46.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
46.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
45.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
44.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
44.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
42.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
42.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
41.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
40.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
39.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
39.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
39.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
38.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
38.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
38.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
37.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
36.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
35.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
35.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
34.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
33.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
33.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
32.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
31.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
31.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
29.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
29.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
29.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
28.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
28.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
27.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
27.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
26.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
26.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
25.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
24.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
24.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
21.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
21.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
20.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
19.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
18.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
15.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
1.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
0.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 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.
VAV3 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
30.8
Number of samples
207
Samples
Sample
Description
TPM
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
126.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
89.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
86.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
82.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
77.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
73.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
72.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
71.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
70.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
68.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
65.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
59.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
57.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
57.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
56.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
56.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
55.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
55.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
55.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
55.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
54.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
54.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
54.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
52.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
52.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
50.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
50.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
48.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
48.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
47.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
47.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
46.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
46.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
46.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
46.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
46.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
46.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
45.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
45.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
45.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
45.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
44.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
44.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
44.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
44.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
44.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
43.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
43.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
42.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
42.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
42.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
41.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
41.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
40.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
40.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
39.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
39.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
39.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
37.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
37.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
37.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
37.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
36.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
36.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
36.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
35.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
35.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
35.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
34.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
34.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
34.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
34.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
34.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
33.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
33.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
33.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
33.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
32.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
32.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
32.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
32.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
32.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
31.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
31.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
31.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
30.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
30.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
30.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
30.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
29.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
29.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
29.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
29.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
24.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
22.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
3.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
3.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
3.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
1.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
