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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.
DYNLT3 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
23.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
78.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
65.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
65.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
65.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
63.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
59.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
59.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
48.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
48.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
47.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
45.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
45.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
43.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
42.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
42.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
41.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
41.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
41.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
41.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
40.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
39.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
39.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
38.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
38.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
37.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
37.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
36.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
35.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
35.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
35.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
34.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
34.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
34.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
34.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
34.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
34.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
33.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
33.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
32.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
32.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
31.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
31.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
31.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
31.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
31.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
31.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
30.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
30.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
30.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
30.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
30.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
29.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
29.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
29.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
29.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
29.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
28.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
28.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
28.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
28.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
28.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
28.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
28.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
28.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
28.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
28.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
28.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
28.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
27.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
27.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
27.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
26.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
26.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
26.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
26.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
26.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
25.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
25.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
25.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
25.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
25.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
24.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
24.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
24.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
24.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
24.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
24.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
24.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
24.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
23.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
23.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
23.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
23.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
22.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
22.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
22.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
22.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
22.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
21.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
21.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
20.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
20.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
18.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 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.
DYNLT3 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.1
Number of samples
486
Samples
Sample
Description
TPM
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
82.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
82.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
77.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
65.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
64.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
61.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
58.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
54.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
54.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
54.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
50.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
49.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
48.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
47.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
47.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
46.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
46.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
45.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
44.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
44.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
43.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
43.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
42.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
42.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
41.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
41.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
40.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
40.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
40.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
39.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
39.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
39.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
39.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
38.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
38.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
38.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
38.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
38.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
37.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
36.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
36.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
36.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
36.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
36.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
35.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
35.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
35.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
35.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
35.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
35.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
35.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
35.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
34.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
33.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
33.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
32.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
32.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
32.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
31.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
30.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
30.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
30.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
29.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
29.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
28.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
27.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
27.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
27.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
27.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
26.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
22.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
6.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
6.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
5.4
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.
DYNLT3 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
26.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
81.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
71.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
66.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
60.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
57.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
53.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
50.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
49.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
49.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
49.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
44.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
44.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
43.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
43.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
42.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
41.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
39.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
36.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
36.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
34.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
33.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
32.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
31.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
31.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
31.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
30.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
30.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
29.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
28.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
28.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
28.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
27.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
27.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
26.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
25.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
25.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
25.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
24.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
22.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
20.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
19.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
16.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DYNLT3 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
21.5
Number of samples
207
Samples
Sample
Description
TPM
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
67.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
59.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
51.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
50.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
46.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
46.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
46.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
45.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
41.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
41.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
39.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
39.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
37.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
36.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
35.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
34.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
33.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
33.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
32.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
32.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
32.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
31.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
31.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
30.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
30.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
29.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
27.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
27.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
25.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.8
16ac8458-5200-4302-9ad0-b311df_D2
Normal
1.8
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
1.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
1.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.9
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.9
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.9
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.8
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.8
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.8
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.8
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.7
1c070992-647b-4173-a481-904c4d_D2
Normal
0.7
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.6
41a04113-2061-4923-bca5-da586c_D2
Normal
0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.6
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.6
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.7
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.7
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.7
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.8
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.8
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.8
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.8
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.8
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.8
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-1.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-1.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_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
