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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.
KLHDC10 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
10.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
38.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
22.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
KLHDC10 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.8
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
51.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
48.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
45.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
44.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
44.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
43.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
43.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
42.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
42.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
42.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
42.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
42.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
42.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
42.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
41.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
40.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
40.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
40.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
40.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
40.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
40.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
39.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
39.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
39.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
39.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
38.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
38.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
38.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
38.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
38.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
37.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
37.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
37.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
37.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
37.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
37.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
37.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
37.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
37.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
37.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
37.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
37.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
36.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
36.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
36.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
36.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
36.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
35.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
35.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
35.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
35.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
34.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
34.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
34.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
34.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
34.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
34.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
34.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
33.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
33.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
33.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
33.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
33.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
33.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
33.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
33.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
33.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
33.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
33.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
33.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
32.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
32.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
32.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
32.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
32.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
32.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
32.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
32.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
32.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
32.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
32.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
32.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
32.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
32.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
32.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
31.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
31.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
31.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
31.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
31.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
31.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
31.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
31.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
31.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
31.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
31.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
31.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
30.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
30.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
30.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
30.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
30.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
30.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
30.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
30.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
30.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
30.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
30.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
30.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
30.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
29.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
29.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
29.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
29.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
29.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
29.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
29.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
29.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
28.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
28.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
28.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
28.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
28.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
27.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
27.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
27.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
27.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
27.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
26.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
26.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
25.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
25.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
25.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.9
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.
KLHDC10 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
11.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KLHDC10 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
25.5
Number of samples
207
Samples
Sample
Description
TPM
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
61.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
49.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
42.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
41.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
40.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
38.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
38.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
38.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
38.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
38.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
37.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
36.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
36.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
35.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
35.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
35.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
34.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
34.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
34.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
34.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
33.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
33.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
33.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
32.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
32.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
32.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
32.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
31.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
31.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
31.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
31.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
30.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
29.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
29.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
29.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
29.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
28.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
28.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
27.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
24.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
24.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
23.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.9
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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
