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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.
CYTH1 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
19.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
50.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
49.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
41.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
40.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
38.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
37.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
37.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
37.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
37.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
36.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
36.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
35.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
35.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
34.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
33.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
33.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
33.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
32.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
31.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
31.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
30.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
29.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
29.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
29.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
29.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
28.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
28.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
28.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
28.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
28.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
27.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
27.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
26.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
26.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
26.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
26.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
26.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
26.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
25.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
25.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
25.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
25.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
24.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
24.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
24.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
24.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
24.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
23.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
22.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
22.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
22.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
22.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
22.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
21.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
21.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
21.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
21.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
21.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
21.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
21.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
20.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
20.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
20.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
20.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
20.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
19.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
19.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
18.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
CYTH1 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
39.0
Number of samples
486
Samples
Sample
Description
TPM
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
79.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
76.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
69.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
68.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
68.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
65.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
65.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
63.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
63.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
61.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
59.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
59.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
58.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
58.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
57.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
56.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
56.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
56.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
56.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
55.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
55.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
55.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
55.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
55.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
54.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
54.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
54.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
54.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
54.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
54.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
53.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
53.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
53.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
53.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
52.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
52.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
52.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
52.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
52.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
52.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
52.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
52.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
52.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
52.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
51.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
51.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
51.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
51.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
51.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
51.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
50.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
50.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
50.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
50.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
50.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
50.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
49.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
49.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
49.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
49.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
49.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
49.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
49.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
49.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
49.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
49.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
49.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
49.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
48.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
48.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
48.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
48.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
48.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
48.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
48.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
48.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
48.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
48.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
48.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
48.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
47.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
47.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
47.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
47.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
47.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
46.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
46.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
46.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
46.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
46.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
46.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
46.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
46.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
46.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
46.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
46.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
46.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
46.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
45.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
45.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
45.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
45.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
45.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
45.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
45.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
45.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
45.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
45.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
45.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
45.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
45.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
45.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
45.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
45.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
45.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
45.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
45.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
44.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
44.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
44.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
44.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
44.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
44.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
44.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
44.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
44.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
44.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
44.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
44.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
44.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
44.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
44.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
44.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
44.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
43.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
43.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
43.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
43.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
43.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
43.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
43.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
43.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
43.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
43.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
43.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
43.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
43.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
43.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
43.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
43.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
43.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
43.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
43.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
43.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
42.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
42.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
42.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
42.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
42.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
42.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
42.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
42.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
42.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
42.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
42.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
42.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
42.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
42.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
42.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
42.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
42.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
42.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
42.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
42.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
42.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
42.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
42.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
41.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
41.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
41.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
41.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
41.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
41.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
41.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
41.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
41.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
41.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
41.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
41.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
41.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
41.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
41.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
41.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
41.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
41.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
40.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
40.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
40.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
40.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
40.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
40.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
40.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
40.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
40.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
40.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
40.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
40.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
40.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
40.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
40.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
40.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
40.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
40.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
40.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
39.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
39.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
39.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
39.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
39.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
39.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
39.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
39.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
39.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
39.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
39.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
39.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
39.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
39.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
39.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
39.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
39.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
39.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
39.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
39.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
39.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
38.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
38.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
38.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
38.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
38.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
38.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
38.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
38.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
38.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
38.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
38.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
38.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
38.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
38.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
38.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
38.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
38.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
38.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
38.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
38.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
38.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
38.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
38.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
37.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
37.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
37.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
37.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
37.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
37.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
37.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
37.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
37.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
37.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
37.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
37.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
37.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
37.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
37.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
37.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
37.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
37.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
37.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
37.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
37.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
37.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
37.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
36.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
36.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
36.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
36.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
36.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
36.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
36.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
36.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
36.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
36.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
36.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
36.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
36.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
36.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
36.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
36.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
35.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
35.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
35.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
35.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
35.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
35.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
35.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
35.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
35.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
35.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
35.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
35.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
34.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
34.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
34.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
34.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
34.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
34.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
34.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
34.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
34.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
34.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
34.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
34.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
33.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
33.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
33.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
33.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
33.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
33.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
33.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
33.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
33.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
33.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
33.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
33.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
33.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
33.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
33.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
33.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
32.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
32.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
32.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
32.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
32.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
32.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
32.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
32.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
32.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
32.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
32.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
32.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
32.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
32.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
32.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
32.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
32.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
32.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
32.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
32.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
32.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
32.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
32.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
32.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
32.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
32.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
32.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
31.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
31.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
31.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
31.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
31.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
31.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
31.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
31.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
31.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
31.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
31.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
31.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
31.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
31.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
31.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
31.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
30.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
30.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
30.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
29.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
29.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
29.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
29.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
28.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
28.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
28.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
28.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
27.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
27.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
26.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
26.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
CYTH1 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
17.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
48.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
43.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
34.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
32.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
31.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
27.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
27.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
25.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
25.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
18.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.1
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.
CYTH1 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
39.0
Number of samples
207
Samples
Sample
Description
TPM
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
343.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
68.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
62.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
61.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
60.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
59.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
54.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
54.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
54.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
53.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
52.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
52.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
51.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
51.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
51.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
50.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
50.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
50.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
50.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
49.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
49.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
48.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
47.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
47.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
47.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
46.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
46.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
46.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
46.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
45.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
45.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
45.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
45.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
45.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
45.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
45.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
45.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
44.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
44.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
44.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
44.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
44.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
44.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
43.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
43.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
43.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
43.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
43.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
43.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
43.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
43.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
42.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
42.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
42.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
42.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
42.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
42.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
42.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
41.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
41.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
41.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
41.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
41.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
41.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
41.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
41.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
41.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
41.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
41.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
41.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
40.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
40.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
40.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
40.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
40.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
40.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
40.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
40.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
40.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
39.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
39.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
39.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
39.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
39.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
39.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
39.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
38.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
38.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
38.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
38.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
38.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
38.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
38.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
38.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
38.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
38.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
38.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
38.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
38.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
38.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
37.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
37.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
37.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
37.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
37.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
37.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
37.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
37.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
37.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
36.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
36.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
36.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
36.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
36.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
36.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
36.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
36.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
36.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
36.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
36.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
36.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
35.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
35.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
35.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
35.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
35.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
35.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
35.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
34.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
34.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
34.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
34.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
34.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
34.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
34.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
34.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
33.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
33.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
33.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
33.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
33.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
33.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
33.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
33.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
33.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
32.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
32.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
32.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
32.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
32.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
32.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
32.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
32.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
32.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
32.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
31.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
31.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
31.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
31.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
30.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
30.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
30.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
30.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
30.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
29.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
29.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
29.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
28.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
26.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
26.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
26.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
25.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.9
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.9
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.8
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.7
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.7
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.6
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.7
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-1.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-4.9
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
