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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.
KLHDC4 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
16.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
38.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
37.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
36.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
35.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
35.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
29.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
28.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
27.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
27.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
26.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
26.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
25.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
25.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
25.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
24.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
24.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
24.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
23.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
23.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
23.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
22.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
22.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
22.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
21.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
21.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
21.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
21.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
20.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
20.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
20.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
19.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
19.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
18.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
18.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 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-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 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.
KLHDC4 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
12.1
Number of samples
486
Samples
Sample
Description
TPM
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
9.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
8.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
8.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
8.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
8.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
8.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
7.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
7.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
7.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
7.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
7.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
6.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
6.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
6.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
6.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
6.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
5.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
5.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
5.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KLHDC4 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
15.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
29.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
25.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
24.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
23.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
21.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
20.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
20.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
20.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
19.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
19.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
18.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
13.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 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.
KLHDC4 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
12.7
Number of samples
207
Samples
Sample
Description
TPM
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
7.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.9
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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
