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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.
KLHL24 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
9.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
68.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
61.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
53.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
43.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
29.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KLHL24 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
34.3
Number of samples
486
Samples
Sample
Description
TPM
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
96.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
92.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
85.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
78.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
68.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
66.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
64.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
64.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
63.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
63.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
63.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
62.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
61.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
60.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
60.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
59.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
59.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
59.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
58.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
58.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
57.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
57.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
57.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
57.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
57.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
57.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
56.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
56.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
55.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
55.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
55.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
54.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
54.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
53.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
53.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
53.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
53.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
53.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
53.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
52.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
52.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
52.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
52.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
52.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
52.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
51.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
51.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
51.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
51.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
50.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
50.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
50.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
50.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
50.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
49.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
49.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
49.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
49.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
49.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
49.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
48.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
48.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
47.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
47.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
47.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
47.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
46.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
46.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
46.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
46.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
46.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
46.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
45.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
45.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
45.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
45.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
45.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
45.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
45.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
44.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
44.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
44.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
44.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
44.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
43.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
43.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
43.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
43.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
43.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
43.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
43.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
43.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
43.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
42.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
42.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
42.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
42.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
42.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
42.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
42.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
41.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
41.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
41.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
41.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
41.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
41.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
41.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
41.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
40.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
40.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
40.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
40.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
39.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
39.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
39.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
39.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
39.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
39.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
39.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
39.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
39.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
39.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
39.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
39.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
39.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
38.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
38.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
38.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
38.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
38.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
38.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
38.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
38.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
38.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
38.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
38.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
38.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
38.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
38.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
37.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
37.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
37.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
37.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
37.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
37.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
37.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
37.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
37.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
36.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
36.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
36.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
36.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
36.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
36.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
36.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
36.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
36.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
36.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
36.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
36.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
36.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
36.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
36.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
36.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
36.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
36.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
36.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
36.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
35.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
35.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
35.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
35.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
35.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
35.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
35.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
35.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
35.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
35.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
35.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
35.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
35.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
35.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
35.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
35.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
34.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
34.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
34.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
34.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
34.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
34.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
34.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
34.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
34.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
34.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
34.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
34.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
34.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
34.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
34.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
34.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
34.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
34.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
33.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
33.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
33.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
33.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
33.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
33.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
33.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
33.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
33.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
33.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
33.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
33.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
33.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
33.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
33.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
33.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
33.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
33.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
33.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
33.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
32.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
32.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
32.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
32.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
32.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
32.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
32.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
32.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
32.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
32.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
32.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
32.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
32.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
32.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
32.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
32.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
32.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
32.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
32.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
32.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
32.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
32.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
32.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
31.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
31.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
31.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
31.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
31.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
31.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
31.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
31.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
31.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
31.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
31.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
31.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
31.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
31.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
31.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
31.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
31.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
31.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
30.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
30.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
30.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
30.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
30.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
30.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
30.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
30.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
29.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
29.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
29.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
29.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
29.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
29.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
29.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
29.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
29.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
29.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
29.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
29.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
28.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
28.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
28.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
28.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
28.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
27.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
27.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
25.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
24.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.6
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.
KLHL24 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
9.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.5
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.
KLHL24 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
32.9
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
77.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
74.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
73.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
62.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
61.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
57.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
57.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
55.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
55.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
53.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
53.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
53.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
51.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
51.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
51.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
51.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
51.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
50.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
49.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
48.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
48.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
47.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
46.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
46.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
46.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
45.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
45.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
45.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
45.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
45.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
45.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
44.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
44.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
44.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
43.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
43.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
42.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
42.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
42.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
42.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
42.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
41.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
41.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
41.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
41.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
40.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
40.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
40.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
40.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
39.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
39.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
39.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
39.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
39.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
39.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
38.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
38.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
38.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
38.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
38.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
38.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
37.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
37.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
37.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
37.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
37.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
37.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
37.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
37.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
36.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
36.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
36.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
36.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
35.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
35.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
35.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
35.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
35.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
35.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
35.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
34.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
34.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
34.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
34.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
34.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
33.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
33.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
33.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
33.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
33.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
33.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
33.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
33.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
33.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
32.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
32.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
32.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
31.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
31.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
31.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
31.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
31.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
31.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
31.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
31.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
30.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
30.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
30.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
30.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
29.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
29.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
29.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
28.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
28.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
28.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
28.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
28.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
27.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
27.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
27.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
26.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
26.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
26.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
25.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
20.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
