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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.
PLEKHB1 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
28.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
208.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
145.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
143.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
140.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
132.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
126.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
122.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
119.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
111.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
100.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
87.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
86.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
85.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
84.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
81.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
78.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
77.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
72.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
70.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
68.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
67.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
67.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
65.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
65.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
63.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
61.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
60.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
59.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
58.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
57.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
56.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
56.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
54.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
54.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
53.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
53.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
53.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
51.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
51.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
51.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
50.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
50.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
50.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
49.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
49.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
49.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
48.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
47.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
46.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
45.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
44.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
43.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
42.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
42.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
42.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
42.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
40.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
40.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
39.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
38.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
38.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
37.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
37.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
37.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
37.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
36.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
36.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
35.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
34.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
34.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
32.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
32.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
31.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
31.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
30.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
30.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
30.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
30.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
30.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
29.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
29.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
29.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
29.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
29.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
29.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
29.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
28.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
28.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
28.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
27.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
27.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
27.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
27.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
26.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
26.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
26.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
25.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
25.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
25.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
25.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
24.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
23.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
23.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
23.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
22.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
22.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
22.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
22.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
21.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
21.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
21.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
20.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
20.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
19.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
17.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
16.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
2.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
1.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
PLEKHB1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.4
Number of samples
486
Samples
Sample
Description
TPM
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
164.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
144.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
117.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
112.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
104.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
94.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
88.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
80.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
78.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
78.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
77.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
74.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
73.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
73.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
73.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
73.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
71.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
71.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
70.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
69.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
69.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
69.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
67.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
64.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
63.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
63.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
62.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
59.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
57.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
56.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
56.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
55.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
55.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
55.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
55.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
54.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
53.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
52.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
52.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
52.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
50.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
50.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
50.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
50.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
49.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
49.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
48.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
47.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
46.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
46.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
45.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
45.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
45.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
44.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
44.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
43.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
43.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
43.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
43.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
42.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
42.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
42.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
41.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
40.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
40.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
40.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
40.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
39.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
39.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
39.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
39.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
39.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
39.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
39.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
38.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
38.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
38.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
38.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
38.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
38.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
38.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
37.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
37.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
37.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
36.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
36.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
36.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
36.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
36.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
36.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
36.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
35.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
35.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
35.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
35.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
34.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
34.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
34.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
33.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
33.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
33.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
32.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
32.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
32.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
32.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
32.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
32.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
32.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
32.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
32.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
31.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
31.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
31.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
31.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
30.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
30.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
30.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
30.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
30.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
30.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
29.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
29.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
29.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
28.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
27.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
27.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
27.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
27.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
27.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
26.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
24.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
7.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
7.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
7.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
7.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
7.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
7.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
7.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
6.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
6.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
6.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
6.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
6.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
6.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
6.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
6.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
6.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
6.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
6.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
5.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
5.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
5.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
5.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
5.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
5.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
5.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
5.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
5.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
5.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
5.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
5.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
5.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
5.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
5.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
5.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
5.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
4.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
4.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
4.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
4.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
4.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
4.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
4.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
4.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
4.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
4.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
4.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
4.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
4.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
4.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
3.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
3.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
3.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
3.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
3.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
3.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
3.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
3.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
3.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
3.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
2.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
2.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
2.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
2.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
2.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
2.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
2.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
2.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
2.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
2.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
2.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
2.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
1.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
1.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
1.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
1.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PLEKHB1 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
28.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
85.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
77.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
74.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
72.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
67.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
64.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
62.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
60.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
57.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
56.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
56.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
51.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
49.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
48.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
48.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
46.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
44.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
41.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
39.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
39.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
38.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
37.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
37.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
36.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
35.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
35.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
35.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
32.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
31.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
31.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
30.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
30.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
29.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
29.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
28.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
28.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
28.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
27.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
26.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
26.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
25.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
23.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
22.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
22.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
21.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
17.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PLEKHB1 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
22.7
Number of samples
207
Samples
Sample
Description
TPM
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
156.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
124.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
103.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
98.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
87.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
77.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
77.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
67.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
66.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
63.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
58.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
54.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
54.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
53.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
51.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
50.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
46.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
45.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
45.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
43.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
42.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
39.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
38.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
37.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
37.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
36.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
36.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
36.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
35.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
35.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
34.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
34.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
34.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
34.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
33.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
33.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
32.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
30.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
30.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
30.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
29.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
28.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
26.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
25.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
19.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
8.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
7.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
7.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
6.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
5.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
5.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
4.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
4.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
4.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
3.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
2.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
2.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
1.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
0.5
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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.
The Human Protein Atlas project is funded
