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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.
KLHL42 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
6.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
44.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.2
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.
KLHL42 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
13.6
Number of samples
486
Samples
Sample
Description
TPM
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
49.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
30.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
28.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
8.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
8.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
8.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
7.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
6.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
5.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
4.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
KLHL42 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
6.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.1
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.
KLHL42 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
14.7
Number of samples
207
Samples
Sample
Description
TPM
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
29.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
28.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
27.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
26.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
7.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
6.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
1.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.6
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
1.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
1.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
1.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
1.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
1.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
1.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
1.1
1c070992-647b-4173-a481-904c4d_D2
Normal
1.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
1.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
1.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.9
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.9
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.9
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.8
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.8
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.7
41a04113-2061-4923-bca5-da586c_D2
Normal
0.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.7
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.7
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.7
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.7
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.6
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.6
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.6
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.6
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.6
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.6
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.6
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.7
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.7
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.7
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.7
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.7
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.7
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.7
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.7
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.8
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.8
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.8
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.8
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.9
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.9
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.9
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.9
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.9
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.9
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.9
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-1.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.4
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
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
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
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
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
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
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
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_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
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_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
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
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
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_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
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
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
