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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.
KLHL23 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
12.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
63.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
38.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
36.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
32.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
31.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
26.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
26.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
26.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
23.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
22.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
22.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
21.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
21.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
19.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
18.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 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
5.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 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.
KLHL23 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
27.5
Number of samples
486
Samples
Sample
Description
TPM
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
113.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
78.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
68.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
65.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
63.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
61.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
60.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
58.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
58.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
55.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
54.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
54.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
53.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
52.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
52.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
52.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
52.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
51.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
49.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
49.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
48.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
48.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
48.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
48.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
47.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
47.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
47.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
46.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
46.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
46.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
46.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
43.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
43.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
43.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
43.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
43.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
42.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
42.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
42.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
42.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
42.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
41.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
41.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
41.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
41.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
41.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
41.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
41.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
41.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
40.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
40.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
40.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
40.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
40.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
40.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
40.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
40.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
39.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
39.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
39.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
39.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
39.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
38.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
38.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
38.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
38.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
38.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
38.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
37.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
37.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
37.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
37.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
37.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
37.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
37.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
37.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
37.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
37.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
37.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
37.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
37.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
36.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
36.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
36.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
36.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
36.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
36.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
36.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
36.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
36.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
36.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
35.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
35.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
35.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
35.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
35.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
35.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
35.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
35.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
35.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
34.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
34.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
34.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
34.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
34.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
34.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
34.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
34.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
34.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
34.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
33.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
33.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
33.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
33.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
33.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
32.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
32.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
32.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
32.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
32.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
32.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
32.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
32.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
32.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
31.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
31.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
31.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
31.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
31.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
31.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
31.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
31.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
31.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
31.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
31.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
31.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
31.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
31.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
31.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
31.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
31.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
30.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
30.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
30.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
30.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
30.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
30.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
30.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
30.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
30.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
29.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
29.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
29.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
29.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
29.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
29.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
29.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
29.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
29.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
29.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
28.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
28.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
28.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
27.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
27.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
27.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
26.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
23.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
23.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
5.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KLHL23 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
14.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
33.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
32.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
26.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
25.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
25.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
23.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
21.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
18.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.8
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.
KLHL23 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
28.1
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
69.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
67.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
61.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
55.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
53.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
52.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
50.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
48.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
47.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
47.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
46.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
44.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
44.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
43.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
43.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
43.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
42.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
41.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
41.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
40.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
39.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
39.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
39.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
39.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
38.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
38.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
38.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
37.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
37.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
37.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
37.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
37.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
37.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
37.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
36.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
36.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
36.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
36.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
36.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
35.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
34.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
34.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
34.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
33.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
33.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
32.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
32.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
32.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
32.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
32.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
32.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
32.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
31.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
30.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
29.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
29.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
29.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
29.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
29.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
29.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
29.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
28.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
28.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
28.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
28.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
27.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
27.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
27.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
27.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
27.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
26.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
26.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
25.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
25.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
25.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
25.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
24.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.8
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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.
The Human Protein Atlas project is funded
