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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.
C15orf39 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
14.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
36.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
32.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
30.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
28.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
27.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
26.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
26.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
26.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
26.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
25.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
25.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
21.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
20.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
15.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
C15orf39 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
26.3
Number of samples
486
Samples
Sample
Description
TPM
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
60.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
57.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
57.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
56.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
55.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
54.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
50.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
50.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
49.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
49.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
47.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
46.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
45.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
45.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
44.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
44.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
44.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
43.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
43.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
43.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
42.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
41.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
41.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
41.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
41.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
40.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
40.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
40.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
40.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
39.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
39.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
39.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
39.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
39.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
39.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
38.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
38.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
37.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
37.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
37.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
37.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
37.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
37.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
37.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
36.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
36.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
36.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
36.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
36.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
36.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
36.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
35.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
35.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
35.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
35.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
35.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
34.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
34.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
34.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
34.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
34.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
34.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
34.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
33.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
33.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
33.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
33.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
33.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
33.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
33.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
32.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
32.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
32.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
32.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
32.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
32.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
32.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
32.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
32.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
32.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
32.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
32.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
32.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
32.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
32.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
32.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
32.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
32.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
32.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
31.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
31.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
31.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
31.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
31.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
31.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
31.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
31.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
31.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
31.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
30.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
30.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
30.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
30.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
30.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
29.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
29.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
29.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
29.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
29.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
27.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
27.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
27.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
26.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
26.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
26.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
26.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
24.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
23.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
C15orf39 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
13.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
31.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
28.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
22.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
22.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
8.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
C15orf39 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
24.6
Number of samples
207
Samples
Sample
Description
TPM
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
51.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
49.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
45.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
44.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
41.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
39.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
39.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
39.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
39.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
38.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
38.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
37.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
37.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
36.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
36.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
36.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
36.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
36.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
36.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
35.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
35.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
34.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
34.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
34.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
34.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
33.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
33.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
33.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
32.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
32.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
32.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
31.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
31.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
30.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
30.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
29.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
29.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
28.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
28.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
28.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
28.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
28.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
27.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
26.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
26.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
26.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
25.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
25.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
18.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
5.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
