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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.
PLAAT3 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
27.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
161.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
122.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
100.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
91.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
88.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
80.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
78.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
78.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
76.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
73.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
68.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
66.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
65.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
60.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
60.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
59.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
59.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
57.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
57.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
57.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
56.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
56.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
56.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
55.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
55.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
54.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
54.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
52.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
51.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
50.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
49.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
49.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
49.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
49.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
49.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
48.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
47.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
47.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
47.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
46.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
44.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
44.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
44.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
43.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
43.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
41.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
41.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
40.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
40.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
40.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
40.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
40.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
40.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
39.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
39.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
39.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
38.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
38.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
38.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
38.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
38.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
37.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
37.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
37.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
37.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
36.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
36.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
36.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
36.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
36.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
35.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
35.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
35.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
34.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
34.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
33.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
33.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
32.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
32.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
31.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
30.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
30.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
30.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
30.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
30.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
30.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
29.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
29.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
29.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
29.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
29.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
29.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
29.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
29.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
28.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
28.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
28.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
27.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
27.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
26.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
26.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
26.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
26.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
26.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
26.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
26.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
26.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
25.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
25.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
25.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
25.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
25.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
25.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
24.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
24.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
24.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
24.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
24.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
23.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
23.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
23.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
22.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
22.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
21.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
21.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
20.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
3.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 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.
PLAAT3 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
17.6
Number of samples
486
Samples
Sample
Description
TPM
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
129.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
100.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
97.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
87.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
84.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
75.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
75.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
65.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
64.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
61.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
56.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
54.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
54.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
51.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
49.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
48.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
48.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
47.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
46.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
45.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
44.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
44.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
44.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
44.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
44.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
44.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
43.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
42.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
42.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
42.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
41.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
40.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
40.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
39.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
39.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
39.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
38.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
38.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
37.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
37.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
37.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
37.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
37.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
37.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
36.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
36.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
35.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
35.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
35.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
34.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
34.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
34.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
34.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
34.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
33.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
33.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
33.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
33.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
32.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
32.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
32.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
32.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
32.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
30.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
30.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
29.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
29.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
29.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
29.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
28.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
28.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
28.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
27.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
9.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
8.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
8.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
8.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
7.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
7.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
7.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
7.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
7.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
7.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
7.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
7.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
7.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
6.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
6.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
6.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
6.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
6.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
6.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
6.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
6.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
5.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
5.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
5.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
5.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
5.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
5.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
5.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
5.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
5.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
5.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
5.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
5.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
5.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
5.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
5.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
5.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
5.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
5.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
5.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
5.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
4.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
4.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
4.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
4.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
4.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
4.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
4.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
4.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
4.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
4.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
4.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
4.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
4.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
4.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
4.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
4.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
4.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
4.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
3.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
3.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
3.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
3.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
3.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
3.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
3.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
3.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
3.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
3.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
3.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
3.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
3.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
3.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
3.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
3.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
3.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
3.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
3.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
3.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
3.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
3.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
3.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
2.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
2.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
2.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
2.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
2.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
2.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
2.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
2.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
2.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
2.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
2.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
2.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
2.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
2.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
2.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
2.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
2.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
2.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
2.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
2.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
1.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
1.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
1.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
1.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
1.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
1.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
1.0
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.
PLAAT3 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
31.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
127.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
103.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
98.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
87.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
85.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
77.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
70.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
69.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
67.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
58.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
57.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
55.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
54.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
51.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
49.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
47.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
46.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
43.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
42.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
41.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
41.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
40.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
38.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
38.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
37.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
36.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
36.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
36.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
35.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
35.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
34.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
34.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
33.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
32.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
31.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
31.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
31.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
30.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
30.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
29.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
27.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
27.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
27.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
26.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
26.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
26.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
25.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
25.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
25.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
24.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
24.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
20.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
17.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
1.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 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.
PLAAT3 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
15.3
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
200.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
62.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
48.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
46.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
44.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
41.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
41.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
40.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
39.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
39.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
38.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
37.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
37.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
36.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
36.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
35.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
35.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
35.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
34.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
33.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
31.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
29.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
28.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
27.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
27.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
25.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
7.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
7.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
6.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
6.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
6.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
6.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
5.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
5.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
5.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
5.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
5.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
5.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
5.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
5.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
5.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
5.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
5.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
5.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
4.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
4.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
4.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
4.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
4.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
4.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
4.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
4.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
4.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
4.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
4.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
4.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
4.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
3.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
3.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
3.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
3.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
2.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
2.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
2.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
2.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
2.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
1.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
0.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
