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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.
PCDH18 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
5.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
2.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
1.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 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.
PCDH18 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
19.3
Number of samples
486
Samples
Sample
Description
TPM
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
69.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
62.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
47.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
47.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
45.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
44.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
42.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
41.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
40.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
40.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
40.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
40.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
39.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
39.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
39.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
39.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
37.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
36.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
36.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
36.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
36.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
35.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
35.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
35.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
34.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
34.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
34.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
34.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
34.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
34.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
33.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
32.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
32.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
32.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
31.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
31.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
30.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
29.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
29.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
29.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
28.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
28.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
28.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
28.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
27.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
26.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
8.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
8.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
7.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
7.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
6.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
6.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
6.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
5.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
5.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
5.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
5.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
5.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
4.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
4.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
4.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
4.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
3.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
3.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
3.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
2.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PCDH18 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
5.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
2.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
1.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
PCDH18 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
23.4
Number of samples
207
Samples
Sample
Description
TPM
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
66.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
52.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
52.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
49.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
48.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
48.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
48.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
47.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
45.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
43.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
42.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
41.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
40.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
38.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
38.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
38.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
38.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
38.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
38.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
37.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
37.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
37.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
37.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
36.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
36.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
36.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
36.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
36.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
35.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
35.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
35.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
35.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
34.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
34.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
33.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
33.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
33.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
32.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
31.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
31.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
31.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
30.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
30.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
30.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
30.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
30.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
29.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
29.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
29.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
28.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
28.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
26.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
25.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
4.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
4.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
